Russ Poldrack - Publications

2026

• Topor M, Bamford JS, Bazhydai M, Chen Z, Chuan-Peng H, Conry-Murray C, Costa TL, Culina A, Dalmaso M, Dienes Z, …, Esteban O. Registered Reports as the default pathway for confirmatory publication. OSF Preprints (preprint).

• Moher D, Cobey KD, Brown AN, Armond ACV, Cenci MS, Chan L, Fox SH, Gambelli L, Halas M, Hoffman M, …, Mellor D. Responsible Research Assessment of Faculty: maximizing quality, transparency, and trustworthiness of scientific research in Research-Performing Organizations. eLife (preprint).

• Poldrack RA. Understanding, prediction, and compression. Synthese, 208.

• Bagautdinova J, Shafiei G, Luo AC, Pecsok MK, Salo T, Alexander-Bloch AF, Bassett DS, Gardner ME, Gur RE, Gur RC, …, Satterthwaite TD. Anatomical white matter tracts span the cortical hierarchy to support cognitive diversity. Nat Hum Behav.

• Chen Z, Lu N, Li X, Ricard JA, Ju C, Wang HH, Kindermann C, Mumford JA, Dillmann S, Kent J, de la Vega A, Koyejo S, Calhoun VD, Buckholtz JW, Zhou JH, Bollmann S, Poldrack RA. Bringing analytic rigor to agentic AI for science: The Brain Researcher platform for neuroimaging data analysis. arXiv (preprint).

• Eugenia Giampetruzzi, Chase Antonacci, Katharina Kircanski, André Zugman, Daniel S. Pine, Russell A. Poldrack, Ian Gotlib. Diagnostic scoring choices change the prevalence and correlates of mental illness in the ABCD Study. OSF Preprints (preprint).

• Patrick G. Bissett, Russell A. Poldrack. Selection Biases in Precision Psychiatric Neuroimaging. Biological Psychiatry.

• Bridgeford EW, Campbell ID, Chen Z, Lin Z, Ritz H, Vandekerckhove J, Poldrack RA. Twelve quick tips for AI-assisted coding in science. PLoS Comput Biol, 22, e1014428.

• Jocelyn A. Ricard, Chase Antonacci, Gabriel Reyes, Eugenia Giampetruzzi, Jivesh Ramduny, Gracie Grimsrud, Monica Ellwood-Lowe, Russell A. Poldrack. Area-level context and functional brain organization across the lifespan. openRxiv.

• Madsen SJ, Lee YE, Quah SKL, Uddin LQ, Mumford JA, Barch DM, Fair DA, Gotlib IH, Poldrack RA, Kuceyeski A, Saggar M. Efficient Deep Learning Models for Predicting Individualized Task Activation From Resting-State Functional Connectivity. Hum Brain Mapp, 47, e70557.

• Quah SKL, Pirzada S, Madsen S, Jo B, Uddin LQ, Mumford JA, Barch DM, Gotlib IH, Fair DA, Poldrack RA, Saggar M. Refining RDoC Using Individual-Level Task fMRI Factor Models Reveals Reproducible and Clinically Relevant Brain-Wide Motifs. bioRxiv (preprint).

• Urchs SGW, Dai A, Jahanpour A, Wang M, Dugré M, Bhagwat N, McPherson B, Pfarr JK, van Heese E, Laansma MA, …, Poline JB. Neurobagel: building an international network for distributed data discovery. OSF Preprints (preprint).

• Hagen MP, Provins C, MacNicol E, Li JK, Gomez T, Garcia M, Seeley SH, Legarreta JH, Norgaard M, Bissett PG, Poldrack RA, Rokem A, Esteban O. Quality assessment and control of unprocessed anatomical, functional and diffusion MRI of the human brain using MRIQC. Nat Protoc, 21, 4606-4634.

• Aczel B, Szaszi B, Clelland HT, Kovacs M, Holzmeister F, van Ravenzwaaij D, Schulz-Kümpel H, Hoffmann S, Nilsonne G, Kosa L, …, Nosek BA. Investigating the analytical robustness of the social and behavioural sciences. Nature, 652, 135-142.

• Ponce AF, Aggarwal H, Shankar S, Torre JJ, Pinho AL, Thual A, Ginisty C, Lecomte Y, Berland V, Beriot L, …, Thirion B. Individual Brain Charting: fifth release of high-resolution fMRI data for cognitive mapping. Sci Data, 13.

• Kibsgaard E, Jwa AS, Markiewicz CJ, Rodriguez Gonzalez D, Sainz Pardo J, Poldrack RA, Pernet CR. Assessing metadata privacy in neuroimaging. Imaging Neurosci (Camb), 4.

• Tracy Brandmeyer, Anna Riggs, Viraaj Reddi, Hayley Sullivan, Choonhan Youn, Subhashini Sivagnanam, Kenneth Yoshimoto, Russell A. Poldrack, Nell Hardcastle, Christopher Markiewicz, Amitava Majumdar, Yahya Shirazi, Dung Truong, Scott Makeig, Arnaud Delorme. Neuroelectromagnetic Data Archive and Repository: Open-source platform analysis. Aperture Neuro, 6.

• Wastler HM, Moe A, Blouin AM, Bozzay M, Kilicoglu MFV, Arango C, Bouix S, Broome MR, Calkins ME, Conus P, …, Breitborde N. Relationship among Sleep Disturbance, Stress, and Suicidal Ideation in Clinical High Risk for Psychosis. Schizophrenia Bulletin Open, 7, sgag024.

• Ganz M, Norgaard M, Pernet C, Matheson GJ, Galassi A, Ceballos E, Bilgel M, Eierud C, Gonzalez-Escamilla G, Wighton P, Markiewicz CJ, Hardcastle N, Buckholtz J, Blair R, Greve DN, Thomas AG, Poldrack RA, Calhoun V, Innis RB, Knudsen GM. Building an open ecosystem for molecular neuroimaging: standards and tools from the OpenNeuroPET initiative. bioRxiv.

• Antonacci C, Giampetruzzi E, Grimsrud G, Koirala S, Uy JP, Ricard JA, Lee Y, Zugman A, Jo B, Pohl KM, Poldrack RA, Gotlib IH. Early Adversity Selectively Reshapes the Somato-Cognitive Action Network in the Developing Brain. bioRxiv.

• Lee HJ, Dworetsky A, Porter A, Fei S, Nielsen AN, Seitzman BA, Adeyemo B, Bissett PG, Poldrack RA, Cohen JR, D’Esposito M, Neta M, Dosenbach NUF, Petersen SE, Gordon EM, Greene DJ, Gratton C. Functional brain organization is stable within individuals across years. bioRxiv.

2025

• Mumford JA, Demidenko MI, Bjork JM, Chaarani B, Feczko EJ, Garavan HP, Hagler DJ, Nelson SM, Wager TD, Poldrack RA. Unintended bias in the pursuit of collinearity solutions in fMRI analysis. Imaging Neurosci (Camb), 3.

• Jocelyn A. Ricard, Russell A. Poldrack, Keith Humphreys. Retention and data exclusion challenges for representative longitudinal neuroimaging in the understanding of addiction. Cold Spring Harbor Laboratory (preprint).

• Bissett PG, Achyutuni KG, Li JK, Jones HM, Shim S, Rios JAH, Bennett LJ, Mitchell M, Jackson J, Bar Or M, Roll D, Meidan N, Saliy-Grigoryan A, LePage Drummond TM, Pokala SS, Cohen JR, Schonberg T, Poldrack RA. Arbitrary stimuli are not devalued by stopping action: A registered replication of Wessel et al. (2014). J Exp Psychol Gen, 154, 2935-2943.

• Russell A Poldrack. SPM as a cornerstone of an open source software ecosystem for neuroimaging. Cerebral Cortex, 35.

• Costa C, Pezzetta R, Toffalini E, Grassi M, Cona G, Miniussi C, Bauer PJ, Borgomaneri S, Brysbaert M, Chambers CD, …, Era V. Enhancing the quality and reproducibility of research: Preferred Evaluation of Cognitive and Neuropsychological Studies - The PECANS statement for human studies. Behavior Research Methods, 57, 182.

• Matilde M. Vaghi, Martin Norgaard, Sunjae Shim, Jaime Ali H. Rios, Patrick G. Bissett, Carolyn I. Rodriguez, Russell A. Poldrack. Frontostriatal salience network expands as executive networks contract in Obsessive-Compulsive Disorder. Cold Spring Harbor Laboratory (preprint).

• Goncalves M, Moser J, Madison TJ, McCollum R, Lundquist JT, Fayzullobekova B, Hadera L, Pham HHN, Moore LA, Houghton A, …, Fair DA. fMRIPrep Lifespan: Extending A Robust Pipeline for Functional MRI Preprocessing to Developmental Neuroimaging. bioRxiv (preprint).

• Provins C, Savary É, Sanchez T, Mullier E, Barranco J, Fischi-Gómez E, Alemán-Gómez Y, Richiardi J, Poldrack RA, Hagmann P, Esteban O. Removing facial features from structural MRI images biases visual quality assessment. Plos Biology, 23, e3003149.

• Harms MP, Cho KIK, Anticevic A, Bolo NR, Bouix S, Campbell D, Cannon TD, Cecchi G, Goncalves M, Haidar A, …, Pasternak O. The MR neuroimaging protocol for the Accelerating Medicines Partnership® Schizophrenia Program. Schizophrenia, 11, 52.

• Jwa AS, Norgaard M, Poldrack RA. Can I have your data? Recommendations and practical tips for sharing neuroimaging data upon a direct personal request. Imaging Neuroscience, 3.

• Jaffe PI, Santiago-Reyes GX, Schafer RJ, Bissett PG, Poldrack RA. An image-computable model of speeded decision-making. Elife, 13.

• Demidenko MI, Mumford JA, Ram N, Poldrack RA. Corrigendum to “A multi-sample evaluation of the measurement structure and function of the modified monetary incentive delay task in adolescents” [Dev. Cogn. Neurosci. 65 (2024) 1-17]. Developmental Cognitive Neuroscience, 72, 101533.

• Quah SKL, Jo B, Geniesse C, Uddin LQ, Mumford JA, Barch DM, Fair DA, Gotlib IH, Poldrack RA, Saggar M. A data-driven latent variable approach to validating the research domain criteria framework. Nature Communications, 16, 830.

2024

• Grace Huckins, Russell A. Poldrack. Generative dynamical models for classification of rsfMRI data. Network Neuroscience, 8, 1613-1633.

• Marton Kovacs, Marton A. Varga, Dominik Dianovics, Russell A. Poldrack, Balazs Aczel. Opening the black box of article retractions: exploring the causes and consequences of data management errors. Royal Society Open Science, 11, 240844.

• Dean DC, Tisdall MD, Wisnowski JL, Feczko E, Gagoski B, Alexander AL, Edden RAE, Gao W, Hendrickson TJ, Howell BR, …, Elison JT. Quantifying brain development in the HEALthy Brain and Child Development (HBCD) Study: The magnetic resonance imaging and spectroscopy protocol. Developmental Cognitive Neuroscience, 70, 101452.

• Demidenko MI, Mumford JA, Poldrack RA. Impact of analytic decisions on test-retest reliability of individual and group estimates in functional magnetic resonance imaging: A multiverse analysis using the monetary incentive delay task. Imaging Neuroscience, 2, 1-26.

• Ekhtiari H, Zare-Bidoky M, Sangchooli A, Valyan A, Abi-Dargham A, Cannon DM, Carter CS, Garavan H, George TP, Ghobadi-Azbari P, Juchem C, Krystal JH, Nichols TE, Öngür D, Pernet CR, Poldrack RA, Thompson PM, Paulus MP. Reporting checklists in neuroimaging: promoting transparency, replicability, and reproducibility. Neuropsychopharmacology, 50, 67-84.

• Li X, Bianchini Esper N, Ai L, Giavasis S, Jin H, Feczko E, Xu T, Clucas J, Franco A, Sólon Heinsfeld A, Adebimpe A, Vogelstein JT, Yan CG, Esteban O, Poldrack RA, Craddock C, Fair D, Satterthwaite T, Kiar G, Milham MP. Moving beyond processing- and analysis-related variation in resting-state functional brain imaging. Nature Human Behaviour, 8, 2003-2017.

• DuPre E, Poldrack RA. The future of data analysis is now: Integrating generative AI in neuroimaging methods development. Imaging Neuroscience, 2, 1-8.

• Bissett PG, Eisenberg IW, Shim S, Rios JAH, Jones HM, Hagen MP, Enkavi AZ, Li JK, Mumford JA, MacKinnon DP, Marsch LA, Poldrack RA. Cognitive tasks, anatomical MRI, and functional MRI data evaluating the construct of self-regulation. Scientific Data, 11, 809.

• Kapoor S, Cantrell EM, Peng K, Pham TH, Bail CA, Gundersen OE, Hofman JM, Hullman J, Lones MA, Malik MM, Nanayakkara P, Poldrack RA, Raji ID, Roberts M, Salganik MJ, Serra-Garcia M, Stewart BM, Vandewiele G, Narayanan A. REFORMS: Consensus-based Recommendations for Machine-learning-based Science. Science Advances, 10, eadk3452.

• Wannan CMJ, Nelson B, Addington J, Allott K, Anticevic A, Arango C, Baker JT, Bearden CE, Billah T, Bouix S, …, Gur RC. Accelerating Medicines Partnership® Schizophrenia (AMP® SCZ): Rationale and Study Design of the Largest Global Prospective Cohort Study of Clinical High Risk for Psychosis. Schizophrenia Bulletin, 50, 496-512.

• Rastko Ciric, Anna Xu, Russell A. Poldrack. hyve, a compositional visualisation engine for brain imaging data. Cold Spring Harbor Laboratory (preprint).

• Hayashi S, Caron BA, Heinsfeld AS, Vinci-Booher S, McPherson B, Bullock DN, Bertò G, Niso G, Hanekamp S, Levitas D, …, Pestilli F. brainlife.io: a decentralized and open-source cloud platform to support neuroscience research. Nature Methods, 21, 809-813.

• Jwa AS, Koyejo O, Poldrack RA. Demystifying the likelihood of reidentification in neuroimaging data: A technical and regulatory analysis. Imaging Neuroscience, 2, 1-18.

• Poldrack RA, Markiewicz CJ, Appelhoff S, Ashar YK, Auer T, Baillet S, Bansal S, Beltrachini L, Benar CG, Bertazzoli G, …, Schirner M. The past, present, and future of the brain imaging data structure (BIDS). Imaging Neuroscience, 2, 1-19.

• Poldrack RA, Markiewicz CJ, Appelhoff S, Ashar YK, Auer T, Baillet S, Bansal S, Beltrachini L, Benar CG, Bertazzoli G, …, Gorgolewski KJ. The Past, Present, and Future of the Brain Imaging Data Structure (BIDS). ArXiv.

• Demidenko MI, Mumford JA, Ram N, Poldrack RA. A multi-sample evaluation of the measurement structure and function of the modified monetary incentive delay task in adolescents. Developmental Cognitive Neuroscience, 65, 101337.

• Hayashi S, Caron BA, Heinsfeld AS, Vinci-Booher S, McPherson B, Bullock DN, Bertò G, Niso G, Hanekamp S, Levitas D, …, Pestilli F. Author Correction: brainlife.io: a decentralized and open-source cloud platform to support neuroscience research. Nat Methods, 21, 1131.

2023

• Ganz M, Poldrack RA. Data sharing in neuroimaging: experiences from the BIDS project. Nature Reviews Neuroscience, 24, 729-730.

• Mumford JA, Bissett PG, Jones HM, Shim S, Rios JAH, Poldrack RA. The response time paradox in functional magnetic resonance imaging analyses. Nature Human Behaviour, 8, 349-360.

• Finn ES, Poldrack RA, Shine JM. Functional neuroimaging as a catalyst for integrated neuroscience. Nature, 623, 263-273.

• Subash P, Gray A, Boswell M, Cohen SL, Garner R, Salehi S, Fisher C, Hobel S, Ghosh S, Halchenko Y, …, Duncan D. A comparison of neuroelectrophysiology databases. Scientific Data, 10, 719.

• Uddin LQ, Betzel RF, Cohen JR, Damoiseaux JS, De Brigard F, Eickhoff SB, Fornito A, Gratton C, Gordon EM, Laird AR, …, Spreng RN. Controversies and progress on standardization of large-scale brain network nomenclature. Network Neuroscience, 7, 864-905.

• Hayashi S, Caron BA, Heinsfeld AS, Vinci-Booher S, McPherson B, Bullock DN, Bertò G, Niso G, Hanekamp S, Levitas D, …, Pestilli F. brainlife.io: A decentralized and open source cloud platform to support neuroscience research. ArXiv.

• Kiar G, Clucas J, Feczko E, Goncalves M, Jarecka D, Markiewicz CJ, Halchenko YO, Hermosillo R, Li X, Miranda-Dominguez O, Ghosh S, Poldrack RA, Satterthwaite TD, Milham MP, Fair D. Align with the NMIND consortium for better neuroimaging. Nature Human Behaviour, 7, 1027-1028.

• Thomas AW, Ré C, Poldrack RA. Benchmarking explanation methods for mental state decoding with deep learning models. NeuroImage, 273, 120109.

• Pernet C, Svarer C, Blair R, Van Horn JD, Poldrack RA. On the Long-term Archiving of Research Data. Neuroinformatics, 21, 243-246.

• Jaffe PI, Poldrack RA, Schafer RJ, Bissett PG. Modelling human behaviour in cognitive tasks with latent dynamical systems. Nature Human Behaviour, 7, 986-1000.

• Birk JL, Otto MW, Cornelius T, Poldrack RA, Edmondson D. Improving the Rigor of Mechanistic Behavioral Science: The Introduction of the Checklist for Investigating Mechanisms in Behavior-Change Research (CLIMBR). Behavior Therapy, 54, 708-713.

• Bissett PG, Jones HM, Hagen MP, Bui TT, Li JK, Rios JAH, Mumford JA, Shine JM, Poldrack RA. A dual-task approach to inform the taxonomy of inhibition-related processes. Journal of Experimental Psychology: Human Perception and Performance, 49, 277-289.

• Poldrack RA. Statistical Thinking: Analyzing Data in an Uncertain World. Princeton, NJ: Princeton University Press.

2022

• Ciric R, Thompson WH, Lorenz R, Goncalves M, MacNicol EE, Markiewicz CJ, Halchenko YO, Ghosh SS, Gorgolewski KJ, Poldrack RA, Esteban O. TemplateFlow: FAIR-sharing of multi-scale, multi-species brain models. Nature Methods, 19, 1568-1571.

• Bissett PG, Poldrack RA. Estimating the Time to Do Nothing: Toward Next-Generation Models of Response Inhibition. Current Directions in Psychological Science, 31, 556-563.

• Delorme A, Truong D, Youn C, Sivagnanam S, Stirm C, Yoshimoto K, Poldrack RA, Majumdar A, Makeig S. NEMAR: an open access data, tools and compute resource operating on neuroelectromagnetic data. Database, 2022.

• Thomas AW, Ré C, Poldrack RA. Interpreting mental state decoding with deep learning models. Trends in Cognitive Sciences, 26, 972-986.

• Scholz C, Chan HY, Poldrack RA, de Ridder DTD, Smidts A, van der Laan LN. Can we have a second helping? A preregistered direct replication study on the neurobiological mechanisms underlying self‐control. Human Brain Mapping, 43, 4995-5016.

• Jwa AS, Poldrack RA. Addressing privacy risk in neuroscience data: from data protection to harm prevention. Journal of Law and the Biosciences, 9, lsac025.

• Walters J, King M, Bissett PG, Ivry RB, Diedrichsen J, Poldrack RA. Predicting brain activation maps for arbitrary tasks with cognitive encoding models. NeuroImage, 263, 119610.

• De La Vega A, Rocca R, Blair RW, Markiewicz CJ, Mentch J, Kent JD, Herholz P, Ghosh SS, Poldrack RA, Yarkoni T. Neuroscout, a unified platform for generalizable and reproducible fMRI research. eLife, 11.

• Vaghi MM, Hagen MKP, Jones HM, Mumford JA, Bissett PG, Poldrack RA. Relating psychiatric symptoms and self-regulation during the COVID-19 crisis. Translational Psychiatry, 12, 271.

• Adebimpe A, Bertolero M, Dolui S, Cieslak M, Murtha K, Baller EB, Boeve B, Boxer A, Butler ER, Cook P, …, Oathes DJ. ASLPrep: a platform for processing of arterial spin labeled MRI and quantification of regional brain perfusion. Nature Methods, 19, 683-686.

• Paret C, Unverhau N, Feingold F, Poldrack RA, Stirner M, Schmahl C, Sicorello M. Survey on Open Science Practices in Functional Neuroimaging. NeuroImage, 257, 119306.

• Scherer EA, Metcalf SA, Whicker CL, Bartels SM, Grabinski M, Kim SJ, Sweeney MA, Lemley SM, Lavoie H, Xie H, Bissett PG, Dallery J, Kiernan M, Lowe MR, Onken L, Prochaska JJ, Stoeckel LE, Poldrack RA, MacKinnon DP, Marsch LA. Momentary Influences on Self-Regulation in Two Populations With Health Risk Behaviors: Adults Who Smoke and Adults Who Are Overweight and Have Binge-Eating Disorder. Frontiers in Digital Health, 4, 798895.

• Jwa AS, Poldrack RA. The spectrum of data sharing policies in neuroimaging data repositories. Human Brain Mapping, 43, 2707-2721.

• Poline JB, Kennedy DN, Sommer FT, Ascoli GA, Van Essen DC, Ferguson AR, Grethe JS, Hawrylycz MJ, Thompson PM, Poldrack RA, Ghosh SS, Keator DB, Athey TL, Vogelstein JT, Mayberg HS, Martone ME. Is Neuroscience FAIR? A Call for Collaborative Standardisation of Neuroscience Data. Neuroinformatics, 20, 507-512.

• Wimmer GE, Poldrack RA. Reward learning and working memory: Effects of massed versus spaced training and post-learning delay period. Memory and Cognition, 50, 312-324.

• Ciric R, Thomas AW, Esteban O, Poldrack RA. Differentiable programming for functional connectomics. Proceedings of Machine Learning Research, 193, 419-455.

• Thomas AW, Ré C, Poldrack RA. Self-Supervised Learning of Brain Dynamics from Broad Neuroimaging Data. Advances in Neural Information Processing Systems, 35.

2021

• Beam E, Potts C, Poldrack RA, Etkin A. A data-driven framework for mapping domains of human neurobiology. Nature Neuroscience, 24, 1733-1744.

• Aczel B, Szaszi B, Nilsonne G, Van Den Akker OR, Albers CJ, Van Assen MA, Bastiaansen JA, Benjamin D, Boehm U, Botvinik-Nezer R, …, Wagenmakers EJ. Consensus-based guidance for conducting and reporting multi-analyst studies. eLife, 10.

• Markiewicz CJ, Gorgolewski KJ, Feingold F, Blair R, Halchenko YO, Miller E, Hardcastle N, Wexler J, Esteban O, Goncavles M, Jwa A, Poldrack R. The OpenNeuro resource for sharing of neuroscience data. eLife, 10.

• Mathias Goncalves, Christopher Markiewicz, Stefano Moia, Satrajit Ghosh, Russell Poldrack, Oscar Esteban. NiTransforms: A Python tool to read, represent, manipulate, and apply dimensional spatial transforms. Journal of Open Source Software, 6, 3459.

• Levitis E, Van Praag CDG, Gau R, Heunis S, Dupre E, Kiar G, Bottenhorn KL, Glatard T, Nikolaidis A, Whitaker KJ, …, Walsh RJ. Centering inclusivity in the design of online conferences-An OHBM-Open Science perspective. GigaScience, 10.

• Lam M, Chen CY, Ge T, Xia Y, Hill DW, Trampush JW, Yu J, Knowles E, Davies G, Stahl EA, …, Lencz T. Identifying nootropic drug targets via large-scale cognitive GWAS and transcriptomics. Neuropsychopharmacology, 46, 1788-1801.

• McNeish D, Mackinnon DP, Marsch LA, Poldrack RA. Measurement in Intensive Longitudinal Data. Structural Equation Modeling, 28, 807-822.

• Delorme A, Truong D, Martinez-Cancino R, Pernet C, Sivagnanam S, Yoshimoto K, Poldrack R, Majumdar A, Makeig S. Tools for importing and evaluating BIDS-EEG formatted data. International IEEE/EMBS Conference on Neural Engineering, NER, 2021-May, 210-213.

• MacNicol E, Ciric R, Kim E, Censo DD, Cash D, Poldrack RA, Esteban O. Atlas-based brain extraction is robust across RAT MRI studies. Proceedings - International Symposium on Biomedical Imaging, 2021-April, 312-315.

• Zmigrod L, Eisenberg IW, Bissett PG, Robbins TW, Poldrack RA. The cognitive and perceptual correlates of ideological attitudes: a data-driven approach. Philosophical Transactions of the Royal Society B: Biological Sciences, 376, 20200424.

• Bissett PG, Jones HM, Poldrack RA, Logan GD. Severe violations of independence in response inhibition tasks. Science Advances, 7.

• Mazza GL, Smyth HL, Bissett PG, Canning JR, Eisenberg IW, Enkavi AZ, Gonzalez O, Kim SJ, Metcalf SA, Muniz F, Pelham WE, Scherer EA, Valente MJ, Xie H, Poldrack RA, Marsch LA, MacKinnon DP. Correlation Database of 60 Cross-Disciplinary Surveys and Cognitive Tasks Assessing Self-Regulation. Journal of Personality Assessment, 103, 238-245.

• Bissett PG, Hagen MP, Jones HM, Poldrack RA. Design issues and solutions for stop-signal data from the Adolescent Brain Cognitive Development (ABCD) study. eLife, 10.

• Koenis MMG, Durnez J, Rodrigue AL, Mathias SR, Alexander-Bloch AF, Barrett JA, Doucet GE, Frangou S, Knowles EEM, Mollon J, Denbow D, Aberizk K, Zatony M, Janssen RJ, Curran JE, Blangero J, Poldrack RA, Pearlson GD, Glahn DC. Associations of cannabis use disorder with cognition, brain structure, and brain function in African Americans. Human Brain Mapping, 42, 1727-1741.

• Rodrigue AL, Mastrovito D, Esteban O, Durnez J, Koenis MMG, Janssen R, Alexander-Bloch A, Knowles EM, Mathias SR, Mollon J, Pearlson GD, Frangou S, Blangero J, Poldrack RA, Glahn DC. Searching for Imaging Biomarkers of Psychotic Dysconnectivity. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, 6, 1135-1144.

• Poldrack RA. Diving into the deep end: a personal reflection on the MyConnectome study. Current Opinion in Behavioral Sciences, 40, 1-4.

• Fox AS, Holley D, Klink PC, Arbuckle SA, Barnes CA, Diedrichsen J, Kwok SC, Kyle C, Pruszynski JA, Seidlitz J, Zhou XF, Poldrack RA, Gorgolewski KJ. Sharing voxelwise neuroimaging results from rhesus monkeys and other species with Neurovault. NeuroImage, 225, 117518.

• Poldrack RA. The physics of representation. Synthese, 199, 1307-1325.

• Enkavi AZ, Poldrack RA. Implications of the Lacking Relationship Between Cognitive Task and Self-report Measures for Psychiatry. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, 6, 670-672.

• Manapat PD, Edwards MC, MacKinnon DP, Poldrack RA, Marsch LA. A Psychometric Analysis of the Brief Self-Control Scale. Assessment, 28, 395-412.

• Poldrack RA. Hard To Break: Why Our Brains Make Habits Stick. Princeton, NJ: Princeton University Press.

2020

• Bassett DS, Cullen KE, Eickhoff SB, Farah MJ, Goda Y, Haggard P, Hu H, Hurd YL, Josselyn SA, Khakh BS, Knoblich JA, Poirazi P, Poldrack RA, Prinz M, Roelfsema PR, Spires-Jones TL, Sur M, Ueda HR. Reflections on the past two decades of neuroscience. Nature Reviews Neuroscience, 21, 524-534.

• Thompson WH, Nair R, Oya H, Esteban O, Shine JM, Petkov CI, Poldrack RA, Howard M, Adolphs R. A data resource from concurrent intracranial stimulation and functional MRI of the human brain. Scientific Data, 7, 258.

• Thompson WH, Kastrati G, Finc K, Wright J, Shine JM, Poldrack RA. Time‐varying nodal measures with temporal community structure: A cautionary note to avoid misinterpretation. Human Brain Mapping, 41, 2347-2356.

• Esteban O, Ciric R, Finc K, Blair RW, Markiewicz CJ, Moodie CA, Kent JD, Goncalves M, DuPre E, Gomez DEP, …, Gorgolewski KJ. Analysis of task-based functional MRI data preprocessed with fMRIPrep. Nature Protocols, 15, 2186-2202.

• Botvinik-Nezer R, Holzmeister F, Camerer CF, Dreber A, Huber J, Johannesson M, Kirchler M, Iwanir R, Mumford JA, Adcock RA, …, Kong XZ. Variability in the analysis of a single neuroimaging dataset by many teams. Nature, 582, 84-88.

• Thompson WH, Wright J, Bissett PG, Poldrack RA. Dataset decay and the problem of sequential analyses on open datasets. eLife, 9, 1-17.

• Poldrack RA, Huckins G, Varoquaux G. Establishment of Best Practices for Evidence for Prediction. JAMA Psychiatry, 77, 534-540.

• Bielczyk NZ, Ando A, Badhwar AP, Caldinelli C, Gao M, Haugg A, Hernandez LM, Ito KL, Kessler D, Lurie D, …, Zhou X. Effective Self-Management for Early Career Researchers in the Natural and Life Sciences. Neuron, 106, 212-217.

• Aron AR, Ivry RB, Jeffery KJ, Poldrack RA, Schmidt R, Summerfield C, Urai AE. How Can Neuroscientists Respond to the Climate Emergency?. Neuron, 106, 17-20.

• Esteban O, Goncalves M, Markiewicz CJ, Ghosh SS, Poldrack RA. Software Tool to Read, Represent, Manipulate, and Apply N-Dimensional Spatial Transforms. Proceedings - International Symposium on Biomedical Imaging, 2020-April, 709-712.

• Colenbier N, Van de Steen F, Uddin LQ, Poldrack RA, Calhoun VD, Marinazzo D. Disambiguating the role of blood flow and global signal with partial information decomposition. NeuroImage, 213, 116699.

• Tozzi L, Staveland B, Holt-Gosselin B, Chesnut M, Chang SE, Choi D, Shiner M, Wu H, Lerma-Usabiaga G, Sporns O, Barch DM, Gotlib IH, Hastie TJ, Kerr AB, Poldrack RA, Wandell BA, Wintermark M, Williams LM. The human connectome project for disordered emotional states: Protocol and rationale for a research domain criteria study of brain connectivity in young adult anxiety and depression. NeuroImage, 214, 116715.

• Dockès J, Poldrack RA, Primet R, Gözükan H, Yarkoni T, Suchanek F, Thirion B, Varoquaux G. NeuroQuery, comprehensive meta-analysis of human brain mapping. eLife, 9.

• Lurie DJ, Kessler D, Bassett DS, Betzel RF, Breakspear M, Keilholz S, Kucyi A, Liégeois R, Lindquist MA, McIntosh AR, …, Calhoun VD. Questions and controversies in the study of time-varying functional connectivity in resting fMRI. Network Neuroscience, 4, 30-69.

• Poldrack RA, Whitaker K, Kennedy D. Introduction to the special issue on reproducibility in neuroimaging. NeuroImage, 218, 116357.

• Mollon J, Mathias SR, Knowles EEM, Rodrigue A, Koenis MMG, Pearlson GD, Reichenberg A, Barrett J, Denbow D, Aberizk K, Zatony M, Poldrack RA, Blangero J, Glahn DC. Cognitive impairment from early to middle adulthood in patients with affective and nonaffective psychotic disorders. Psychological Medicine, 50, 48-57.

2019

• Zeynep Enkavi A, Eisenberg IW, Bissett PG, Mazza GL, MacKinnon DP, Marsch LA, Poldrack RA. Reply to Friedman and Banich: Right measures for the research question. Proceedings of the National Academy of Sciences of the United States of America, 116, 24398-24399.

• Shine JM, Hearne LJ, Breakspear M, Hwang K, Müller EJ, Sporns O, Poldrack RA, Mattingley JB, Cocchi L. The Low-Dimensional Neural Architecture of Cognitive Complexity Is Related to Activity in Medial Thalamic Nuclei. Neuron, 104, 849-855.e3.

• Li M, Han Y, Aburn MJ, Breakspear M, Poldrack RA, Shine JM, Lizier JT. Transitions in information processing dynamics at the whole-brain network level are driven by alterations in neural gain. PLoS Computational Biology, 15, e1006957.

• Reid AT, Headley DB, Mill RD, Sanchez-Romero R, Uddin LQ, Marinazzo D, Lurie DJ, Valdés-Sosa PA, Hanson SJ, Biswal BB, Calhoun V, Poldrack RA, Cole MW. Advancing functional connectivity research from association to causation. Nature Neuroscience, 22, 1751-1760.

• Poldrack RA, Feingold F, Frank MJ, Gleeson P, de Hollander G, Huys QJM, Love BC, Markiewicz CJ, Moran R, Ritter P, Rogers TT, Turner BM, Yarkoni T, Zhan M, Cohen JD. The Importance of Standards for Sharing of Computational Models and Data. Computational Brain and Behavior, 2, 229-232.

• Yarkoni T, Markiewicz CJ, de la Vega A, Gorgolewski KJ, Salo T, Halchenko YO, McNamara Q, DeStasio K, Poline JB, Petrov D, …, Blair R. PyBIDS: Python tools for BIDS datasets. J Open Source Softw, 4, 1294.

• Lam M, Hill WD, Trampush JW, Yu J, Knowles E, Davies G, Stahl E, Huckins L, Liewald DC, Djurovic S, …, Lencz T. Pleiotropic Meta-Analysis of Cognition, Education, and Schizophrenia Differentiates Roles of Early Neurodevelopmental and Adult Synaptic Pathways. American Journal of Human Genetics, 105, 334-350.

• King M, Hernandez-Castillo CR, Poldrack RA, Ivry RB, Diedrichsen J. Functional boundaries in the human cerebellum revealed by a multi-domain task battery. Nature Neuroscience, 22, 1371-1378.

• Botvinik-Nezer R, Iwanir R, Holzmeister F, Huber J, Johannesson M, Kirchler M, Dreber A, Camerer CF, Poldrack RA, Schonberg T. fMRI data of mixed gambles from the Neuroimaging Analysis Replication and Prediction Study. Scientific Data, 6, 106.

• Kebets V, Holmes AJ, Orban C, Tang S, Li J, Sun N, Kong R, Poldrack RA, Yeo BTT. Somatosensory-Motor Dysconnectivity Spans Multiple Transdiagnostic Dimensions of Psychopathology. Biological Psychiatry, 86, 779-791.

• Eisenberg IW, Bissett PG, Zeynep Enkavi A, Li J, MacKinnon DP, Marsch LA, Poldrack RA. Uncovering the structure of self-regulation through data-driven ontology discovery. Nature Communications, 10, 2319.

• Gail Davies, Max Lam, Sarah E. Harris, Joey W. Trampush, Michelle Luciano, W. David Hill, Saskia P. Hagenaars, Stuart J. Ritchie, Riccardo E. Marioni, Chloe Fawns-Ritchie, …, Ian J. Deary. Author Correction: Study of 300,486 individuals identifies 148 independent genetic loci influencing general cognitive function. Nature Communications, 10, 2068.

• Verbruggen F, Aron AR, Band GPH, Beste C, Bissett PG, Brockett AT, Brown JW, Chamberlain SR, Chambers CD, Colonius H, …, Boehler CN. A consensus guide to capturing the ability to inhibit actions and impulsive behaviors in the stop-signal task. eLife, 8.

• Xi-Nian Zuo, Bharat B. Biswal, Russell A. Poldrack. Corrigendum: Editorial: Reliability and Reproducibility in Functional Connectomics. Frontiers in Neuroscience, 13, 374.

• Esteban O, Blair RW, Nielson DM, Varada JC, Marrett S, Thomas AG, Poldrack RA, Gorgolewski KJ. Crowdsourced MRI quality metrics and expert quality annotations for training of humans and machines. Scientific Data, 6, 30.

• Poldrack RA, Gorgolewski KJ, Varoquaux G. Computational and Informatic Advances for Reproducible Data Analysis in Neuroimaging. Annual Review of Biomedical Data Science, 2, 119-138.

• Shine JM, Bell PT, Matar E, Poldrack RA, Lewis SJG, Halliday GM, O’Callaghan C. Dopamine depletion alters macroscopic network dynamics in Parkinson’s disease. Brain, 142, 1024-1034.

• Zeynep Enkavi A, Eisenberg IW, Bissett PG, Mazza GL, MacKinnon DP, Marsch LA, Poldrack RA. Large-scale analysis of test–retest reliabilities of self-regulation measures. Proceedings of the National Academy of Sciences of the United States of America, 116, 5472-5477.

• Xi-Nian Zuo, Bharat B. Biswal, Russell A. Poldrack. Editorial: Reliability and Reproducibility in Functional Connectomics. Frontiers in Neuroscience, 13, 117.

• Shine JM, Breakspear M, Bell PT, Ehgoetz Martens K, Shine R, Koyejo O, Sporns O, Poldrack RA. Human cognition involves the dynamic integration of neural activity and neuromodulatory systems. Nature Neuroscience, 22, 289-296.

• Poldrack RA. The Costs of Reproducibility. Neuron, 101, 11-14.

• Esteban O, Markiewicz CJ, Blair RW, Moodie CA, Isik AI, Erramuzpe A, Kent JD, Goncalves M, DuPre E, Snyder M, Oya H, Ghosh SS, Wright J, Durnez J, Poldrack RA, Gorgolewski KJ. fMRIPrep: a robust preprocessing pipeline for functional MRI. Nature Methods, 16, 111-116.

• Varoquaux G, Poldrack RA. Predictive models avoid excessive reductionism in cognitive neuroimaging. Current Opinion in Neurobiology, 55, 1-6.

• Smeets PAM, Dagher A, Hare TA, Kullmann S, Van Der Laan LN, Poldrack RA, Preissl H, Small D, Stice E, Veldhuizen MG. Good practice in food-related neuroimaging. American Journal of Clinical Nutrition, 109, 491-503.

• Aridan N, Malecek NJ, Poldrack RA, Schonberg T. Neural correlates of effort-based valuation with prospective choices. NeuroImage, 185, 446-454.

• James M. Shine, Michael Breakspear, Peter T. Bell, Kaylena A. Ehgoetz Martens, Richard Shine, Oluwasanmi Koyejo, Olaf Sporns, Russell A. Poldrack. Publisher Correction: Human cognition involves the dynamic integration of neural activity and neuromodulatory systems. Nature Neuroscience, 22, 1036.

2018

• Poldrack RA, Sandak R. The Cognitive Neuroscience of Reading. The cognitive neuroscience of reading: A special issue of scientific studies of reading, 1-304.

• Varoquaux G, Schwartz Y, Poldrack RA, Gauthier B, Bzdok D, Poline JB, Thirion B. Atlases of cognition with large-scale human brain mapping. PLoS Computational Biology, 14, e1006565.

• Wimmer GE, Li JK, Gorgolewski KJ, Poldrack RA. Reward Learning over Weeks Versus Minutes Increases the Neural Representation of Value in the Human Brain. Journal of Neuroscience, 38, 7649-7666.

• Bakkour A, Botvinik-Nezer R, Cohen N, Hover AM, Poldrack RA, Schonberg T. Spacing of cue-approach training leads to better maintenance of behavioral change. PLoS ONE, 13, e0201580.

• Lam M, Trampush JW, Yu J, Knowles E, Djurovic S, Melle I, Sundet K, Christoforou A, Reinvang I, Derosse P, …, Lencz T. Multi-Trait Analysis of GWAS and Biological Insights Into Cognition: A Response to Hill (2018). Twin Research and Human Genetics, 21, 394-397.

• Tansey W, Koyejo O, Poldrack RA, Scott JG. False Discovery Rate Smoothing. Journal of the American Statistical Association, 113, 1156-1171.

• Savage JE, Jansen PR, Stringer S, Watanabe K, Bryois J, De Leeuw CA, Nagel M, Awasthi S, Barr PB, Coleman JRI, …, Christiansen L. Genome-wide association meta-analysis in 269,867 individuals identifies new genetic and functional links to intelligence. Nature Genetics, 50, 912-919.

• Davies G, Lam M, Harris SE, Trampush JW, Luciano M, Hill WD, Hagenaars SP, Ritchie SJ, Marioni RE, Fawns-Ritchie C, …, Kleineidam L. Study of 300,486 individuals identifies 148 independent genetic loci influencing general cognitive function. Nature Communications, 9, 2098.

• White C, Poldrack RA. Methods for fMRI analysis. Methods for fMRI analysis., 1-31.

• Naselaris T, Bassett DS, Fletcher AK, Kording K, Kriegeskorte N, Nienborg H, Poldrack RA, Shohamy D, Kay K. Cognitive Computational Neuroscience: A New Conference for an Emerging Discipline. Trends in Cognitive Sciences, 22, 365-367.

• Shine JM, van den Brink RL, Hernaus D, Nieuwenhuis S, Poldrack RA. Catecholaminergic manipulation alters dynamic network topology across cognitive states. Network Neuroscience, 2, 381-396.

• Shine JM, Aburn MJ, Breakspear M, Poldrack RA. The modulation of neural gain facilitates a transition between functional segregation and integration in the brain. eLife, 7.

• Esteban O, Poldrack RA, Gorgolewski KJ. Improving Out-of-Sample Prediction of Quality of MRIQC. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11043 LNCS, 190-199.

• Gorgolewski KJ, Nichols T, Kennedy DN, Poline JB, Poldrack RA. Making replication prestigious. The Behavioral and brain sciences, 41, e131.

• Dockès J, Wassermann D, Poldrack R, Suchanek F, Thirion B, Varoquaux G. Text to Brain: Predicting the Spatial Distribution of Neuroimaging Observations from Text Reports. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11072 LNCS, 584-592.

• Poldrack RA, Monahan J, Imrey PB, Reyna V, Raichle ME, Faigman D, Buckholtz JW. Predicting Violent Behavior: What Can Neuroscience Add?. Trends in Cognitive Sciences, 22, 111-123.

• Eisenberg IW, Bissett PG, Canning JR, Dallery J, Enkavi AZ, Whitfield-Gabrieli S, Gonzalez O, Green AI, Greene MA, Kiernan M, …, Poldrack RA. Applying novel technologies and methods to inform the ontology of self-regulation. Behaviour Research and Therapy, 101, 46-57.

• Mathias SR, Knowles EEM, Barrett J, Beetham T, Leach O, Buccheri S, Aberizk K, Blangero J, Poldrack RA, Glahn DC. Deficits in visual working-memory capacity and general cognition in African Americans with psychosis. Schizophrenia Research, 193, 100-106.

• Shine JM, Poldrack RA. Principles of dynamic network reconfiguration across diverse brain states. NeuroImage, 180, 396-405.

• Andersen MR, Winther O, Hansen LK, Poldrack R, Koyejo O. Bayesian structure learning for dynamic brain connectivity. International Conference on Artificial Intelligence and Statistics, AISTATS 2018, 1436-1446.

• Poldrack RA. The New Mind Readers: What Neuroimaging Can and Cannot Reveal about our Thoughts. Princeton, NJ: Princeton University Press.

2017

• Lam M, Trampush JW, Yu J, Knowles E, Davies G, Liewald DC, Starr JM, Djurovic S, Melle I, Sundet K, …, Lencz T. Large-Scale Cognitive GWAS Meta-Analysis Reveals Tissue-Specific Neural Expression and Potential Nootropic Drug Targets. Cell Reports, 21, 2597-2613.

• Rubin TN, Koyejo O, Gorgolewski KJ, Jones MN, Poldrack RA, Yarkoni T. Decoding brain activity using a large-scale probabilistic functional-anatomical atlas of human cognition. PLoS Computational Biology, 13, e1005649.

• Shine JM, Kucyi A, Foster BL, Bickel S, Wang D, Liu H, Poldrack RA, Hsieh LT, Hsiang JC, Parvizi J. Distinct Patterns of Temporal and Directional Connectivity among Intrinsic Networks in the Human Brain. Journal of Neuroscience, 37, 9667-9674.

• Esteban O, Birman D, Schaer M, Koyejo OO, Poldrack RA, Gorgolewski KJ. MRIQC: Advancing the automatic prediction of image quality in MRI from unseen sites. PLoS ONE, 12, e0184661.

• Gorgolewski KJ, Durnez J, Poldrack RA. Preprocessed Consortium for Neuropsychiatric Phenomics dataset. F1000Research, 6, 1262.

• Trampush JW, Yang MLZ, Yu J, Knowles E, Davies G, Liewald DC, Starr JM, Djurovic S, Melle I, Sundet K, …, Lencz T. GWAS meta-analysis reveals novel loci and genetic correlates for general cognitive function: a report from the COGENT consortium. Mol Psychiatry, 22, 1651-1652.

• Poldrack RA. Precision Neuroscience: Dense Sampling of Individual Brains. Neuron, 95, 727-729.

• Eckert MA, Vaden KI, Maxwell AB, Cute SL, Gebregziabher M, Berninger VW, Beaulieu C, Castellanos XV, Chiarello C, Conway T, …, Wandell B. Common Brain Structure Findings Across Children with Varied Reading Disability Profiles. Scientific Reports, 7, 6009.

• Khanna R, Ghosh J, Poldrack R, Koyejo O. A Deflation Method for Structured Probabilistic PCA. Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017, 534-542.

• Kiar G, Gorgolewski KJ, Kleissas D, Roncal WG, Litt B, Wandell B, Poldrack RA, Wiener M, Vogelstein RJ, Burns R, Vogelstein JT. Science in the cloud (SIC): A use case in MRI connectomics. GigaScience, 6, 1-10.

• Xiao X, Dong Q, Gao J, Men W, Poldrack RA, Xue G. Transformed Neural Pattern Reinstatement during Episodic Memory Retrieval. Journal of Neuroscience, 37, 2986-2998.

• Gorgolewski KJ, Alfaro-Almagro F, Auer T, Bellec P, Capotă M, Chakravarty MM, Churchill NW, Cohen AL, Craddock RC, Devenyi GA, …, Poldrack RA. BIDS apps: Improving ease of use, accessibility, and reproducibility of neuroimaging data analysis methods. PLoS Computational Biology, 13, e1005209.

• Nichols TE, Das S, Eickhoff SB, Evans AC, Glatard T, Hanke M, Kriegeskorte N, Milham MP, Poldrack RA, Poline JB, Proal E, Thirion B, Van Essen DC, White T, Yeo BTT. Best practices in data analysis and sharing in neuroimaging using MRI. Nature Neuroscience, 20, 299-303.

• Acikalin MY, Gorgolewski KJ, Poldrack RA. A Coordinate-Based Meta-Analysis of Overlaps in Regional Specialization and Functional Connectivity across Subjective Value and Default Mode Networks. Frontiers in Neuroscience, 11, 1.

• Poldrack R. Neuroscience: The risks of reading the brain. Nature, 541, 156.

• Mathias SR, Knowles EEM, Barrett J, Leach O, Buccheri S, Beetham T, Blangero J, Poldrack RA, Glahn DC. The Processing-Speed Impairment in Psychosis Is More Than Just Accelerated Aging. Schizophrenia Bulletin, 43, 814-823.

• Poldrack RA, Baker CI, Durnez J, Gorgolewski KJ, Matthews PM, Munafò MR, Nichols TE, Poline JB, Vul E, Yarkoni T. Scanning the horizon: towards transparent and reproducible neuroimaging research. Nature Reviews Neuroscience, 18, 115-126.

• Gilron R, Rosenblatt J, Koyejo O, Poldrack RA, Mukamel R. What’s in a pattern? Examining the type of signal multivariate analysis uncovers at the group level. NeuroImage, 146, 113-120.

• Lenartowicz A, Poldrack RA. Brain Imaging. The Curated Reference Collection in Neuroscience and Biobehavioral Psychology, 1-3, 187-193.

• Bakkour A, Lewis-Peacock JA, Poldrack RA, Schonberg T. Neural mechanisms of cue-approach training. NeuroImage, 151, 92-104.

• Poldrack RA, Gorgolewski KJ. OpenfMRI: Open sharing of task fMRI data. NeuroImage, 144, 259-261.

• Poldrack R. Developing a reproducible workflow for large-scale phenotyping. The Practice of Reproducible Research: Case Studies and Lessons from the Data-Intensive Sciences, 311-316.

• Khanna R, Ghosh J, Poldrack R, Koyejo O. Information projection and approximate inference for structured sparse variables. Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, AISTATS 2017.

2016

• Poldrack RA, Congdon E, Triplett W, Gorgolewski KJ, Karlsgodt KH, Mumford JA, Sabb FW, Freimer NB, London ED, Cannon TD, Bilder RM. A phenome-wide examination of neural and cognitive function. Scientific Data, 3, 160110.

• Martin Wiener, Friedrich T. Sommer, Zachary G. Ives, Russell A. Poldrack, Brian Litt. Enabling an Open Data Ecosystem for the Neurosciences. Neuron, 92, 929.

• Hodgson K, Poldrack RA, Curran JE, Knowles EE, Mathias S, Göring HHH, Yao N, Olvera RL, Fox PT, Almasy L, Duggirala R, Barch DM, Blangero J, Glahn DC. Shared Genetic Factors Influence Head Motion During MRI and Body Mass Index. Cerebral Cortex, 27, 5539-5546.

• Shine JM, Bissett PG, Bell PT, Koyejo O, Balsters JH, Gorgolewski KJ, Moodie CA, Poldrack RA. The Dynamics of Functional Brain Networks: Integrated Network States during Cognitive Task Performance. Neuron, 92, 544-554.

• Shine JM, Koyejo O, Poldrack RA. Temporal metastates are associated with differential patterns of time-resolved connectivity, network topology, and attention. Proceedings of the National Academy of Sciences of the United States of America, 113, 9888-9891.

• Gorgolewski KJ, Poldrack RA. A Practical Guide for Improving Transparency and Reproducibility in Neuroimaging Research. PLoS Biology, 14, e1002506.

• Patterson TK, Lenartowicz A, Berkman ET, Ji D, Poldrack RA, Knowlton BJ. Putting the brakes on the brakes: negative emotion disrupts cognitive control network functioning and alters subsequent stopping ability. Experimental Brain Research, 234, 3107-3118.

• Gorgolewski KJ, Auer T, Calhoun VD, Craddock RC, Das S, Duff EP, Flandin G, Ghosh SS, Glatard T, Halchenko YO, …, Poldrack RA. The brain imaging data structure, a format for organizing and describing outputs of neuroimaging experiments. Scientific Data, 3, 160044.

• Wager TD, Atlas LY, Botvinick MM, Chang LJ, Coghill RC, Davis KD, Iannetti GD, Poldrack RA, Shackman AJ, Yarkoni T. Pain in the ACC?. Proceedings of the National Academy of Sciences of the United States of America, 113, E2474-E2475.

• Sochat VV, Eisenberg IW, Enkavi AZ, Li J, Bissett PG, Poldrack RA. The Experiment Factory: Standardizing Behavioral Experiments. Frontiers in Psychology, 7, 610.

• Bakkour A, Leuker C, Hover AM, Giles N, Poldrack RA, Schonberg T. Mechanisms of Choice Behavior Shift Using Cue-approach Training. Frontiers in Psychology, 7, 421.

• Poldrack RA, Yarkoni T. From Brain Maps to Cognitive Ontologies: Informatics and the Search for Mental Structure. Annual Review of Psychology, 67, 587-612.

• Poldrack RA, Kittur A, Kalar D, Miller E, Seppa C, Gil Y, Stott Parker D, Sabb FW, Bilder RM. Atlas poznawczy: W stronę fundamentów wiedzy w neurokognitywistyce. Avant, 7, 75-100.

• Shine JM, Eisenberg I, Poldrack RA. Computational specificity in the human brain. Behavioral and Brain Sciences, 39, e131.

• Worthy DA, Davis T, Gorlick MA, Cooper JA, Bakkour A, Mumford JA, Poldrack RA, Todd Maddox W. Neural correlates of state-based decision-making in younger and older adults. NeuroImage, 130, 13-23.

• Gorgolewski KJ, Varoquaux G, Rivera G, Schwartz Y, Sochat VV, Ghosh SS, Maumet C, Nichols TE, Poline JB, Yarkoni T, Margulies DS, Poldrack RA. NeuroVault.org: A repository for sharing unthresholded statistical maps, parcellations, and atlases of the human brain. NeuroImage, 124, 1242-1244.

• Eckert MA, Berninger VW, Hoeft F, Vaden KI, Beaulieu C, Berninger V, Castellanos X, Chiarello C, Conway T, Cutting L, …, Wandell B. A case of Bilateral Perisylvian Syndrome with reading disability. Cortex, 76, 121-124.

• Asteris M, Kyrillidis A, Koyejo O, Poldrack R. A simple and provable algorithm for sparse diagonal CCA. 33rd International Conference on Machine Learning, ICML 2016, 3, 1774-1783.

• Eisenberg IW, Poldrack RA. Task-set Selection in Probabilistic Environments: a Model of Task-set Inference. Proceedings of the 38th Annual Meeting of the Cognitive Science Society, CogSci 2016, 2039-2044.

2015

• Poldrack RA, Laumann TO, Koyejo O, Gregory B, Hover A, Chen MY, Gorgolewski KJ, Luci J, Joo SJ, Boyd RL, …, Mumford JA. Long-term neural and physiological phenotyping of a single human. Nature Communications, 6, 8885.

• Sochat VV, Gorgolewski KJ, Koyejo O, Durnez J, Poldrack RA. Effects of thresholding on correlation-based image similarity metrics. Frontiers in Neuroscience, 9, 418.

• Poldrack RA, Farah MJ. Progress and challenges in probing the human brain. Nature, 526, 371-379.

• Shine JM, Koyejo O, Bell PT, Gorgolewski KJ, Gilat M, Poldrack RA. Estimation of dynamic functional connectivity using Multiplication of Temporal Derivatives. NeuroImage, 122, 399-407.

• Laumann TO, Gordon EM, Adeyemo B, Snyder AZ, Joo SJ, Chen MY, Gilmore AW, McDermott KB, Nelson SM, Dosenbach NUF, Schlaggar BL, Mumford JA, Poldrack RA, Petersen SE. Functional System and Areal Organization of a Highly Sampled Individual Human Brain. Neuron, 87, 657-670.

• Mumford JA, Poline JB, Poldrack RA. Orthogonalization of Regressors in fMRI Models. PLoS ONE, 10, e0126255.

• Gorgolewski KJ, Varoquaux G, Rivera G, Schwarz Y, Ghosh SS, Maumet C, Sochat VV, Nichols TE, Poldrack RA, Poline JB, Yarkoni T, Margulies DS. NeuroVault.org: a web-based repository for collecting and sharing unthresholded statistical maps of the human brain. Frontiers in Neuroinformatics, 9, 8.

• Chen MY, Jimura K, White CN, Todd Maddox W, Poldrack RA. Multiple brain networks contribute to the acquisition of bias in perceptual decision-making. Frontiers in Neuroscience, 9, 63.

• Poldrack R. Introduction to Cognitive Neuroscience. Brain Mapping: An Encyclopedic Reference, 3, 259-260.

• Poldrack RA. Reverse Inference. Brain Mapping: An Encyclopedic Reference, 1, 647-650.

• Poldrack RA, Poline JB. The publication and reproducibility challenges of shared data. Trends in Cognitive Sciences, 19, 59-61.

• Helfinstein SM, Mumford JA, Poldrack RA. If all your friends jumped off a bridge: The effect of others’ actions on engagement in and recommendation of risky behaviors. Journal of Experimental Psychology: General, 144, 12-17.

• Poldrack RA. Is “efficiency” a useful concept in cognitive neuroscience?. Developmental Cognitive Neuroscience, 11, 12-17.

• Khanna R, Ghosh J, Poldrack RA, Koyejo O. Sparse submodular probabilistic PCA. Journal of Machine Learning Research, 38, 453-461.

2014

• Aron AR, Robbins TW, Poldrack RA. Right inferior frontal cortex: addressing the rebuttals. Frontiers in Human Neuroscience, 8, 905.

• Poldrack RA, Gorgolewski KJ. Making big data open: data sharing in neuroimaging. Nature Neuroscience, 17, 1510-1517.

• Mumford JA, Davis T, Poldrack RA. The impact of study design on pattern estimation for single-trial multivariate pattern analysis. NeuroImage, 103, 130-138.

• White CN, Congdon E, Mumford JA, Karlsgodt KH, Sabb FW, Freimer NB, London ED, Cannon TD, Bilder RM, Poldrack RA. Decomposing Decision Components in the Stop-signal Task: A Model-based Approach to Individual Differences in Inhibitory Control. Journal of Cognitive Neuroscience, 26, 1601-1614.

• Hastings J, Frishkoff GA, Smith B, Jensen M, Poldrack RA, Lomax J, Bandrowski A, Imam F, Turner JA, Martone ME. Interdisciplinary perspectives on the development, integration, and application of cognitive ontologies. Frontiers in Neuroinformatics, 8, 62.

• Davis T, Xue G, Love BC, Preston AR, Poldrack RA. Global Neural Pattern Similarity as a Common Basis for Categorization and Recognition Memory. Journal of Neuroscience, 34, 7472-7484.

• Jimura K, Cazalis F, Stover ERS, Poldrack RA. The neural basis of task switching changes with skill acquisition. Frontiers in Human Neuroscience, 8, 339.

• Davis T, LaRocque KF, Mumford JA, Norman KA, Wagner AD, Poldrack RA. What do differences between multi-voxel and univariate analysis mean? How subject-, voxel-, and trial-level variance impact fMRI analysis. NeuroImage, 97, 271-283.

• Schonberg T, Bakkour A, Hover AM, Mumford JA, Nagar L, Perez J, Poldrack RA. Changing value through cued approach: an automatic mechanism of behavior change. Nature Neuroscience, 17, 625-630.

• Helfinstein SM, Schonberg T, Congdon E, Karlsgodt KH, Mumford JA, Sabb FW, Cannon TD, London ED, Bilder RM, Poldrack RA. Predicting risky choices from brain activity patterns. Proceedings of the National Academy of Sciences of the United States of America, 111, 2470-2475.

• Congdon E, Altshuler LL, Mumford JA, Karlsgodt KH, Sabb FW, Ventura J, McGough JJ, London ED, Cannon TD, Bilder RM, Poldrack RA. Neural activation during response inhibition in adult attention-deficit/hyperactivity disorder: Preliminary findings on the effects of medication and symptom severity. Psychiatry Research - Neuroimaging, 222, 17-28.

• Schonberg T, Bakkour A, Hover AM, Mumford JA, Poldrack RA. Influencing Food Choices by Training: Evidence for Modulation of Frontoparietal Control Signals. Journal of Cognitive Neuroscience, 26, 247-268.

• Aron AR, Robbins TW, Poldrack RA. Inhibition and the right inferior frontal cortex: one decade on. Trends in Cognitive Sciences, 18, 177-185.

• Wagshal D, Knowlton BJ, Cohen JR, Poldrack RA, Bookheimer SY, Bilder RM, Asarnow RF. Impaired automatization of a cognitive skill in first-degree relatives of patients with schizophrenia. Psychiatry Research, 215, 294-299.

• White CN, Poldrack RA. Decomposing bias in different types of simple decisions. Journal of Experimental Psychology: Learning Memory and Cognition, 40, 385-398.

• Wagshal D, Knowlton BJ, Suthana NA, Cohen JR, Poldrack RA, Bookheimer SY, Bilder RM, Asarnow RF. Evidence for Corticostriatal Dysfunction During Cognitive Skill Learning in Adolescent Siblings of Patients With Childhood-Onset Schizophrenia. Schizophrenia Bulletin, 40, 1030-1039.

• Thakkar KN, Congdon E, Poldrack RA, Sabb FW, London ED, Cannon TD, Bilder RM. Women are more sensitive than men to prior trial events on the Stop‐signal task. British Journal of Psychology, 105, 254-272.

• Davis T, Poldrack RA. Quantifying the Internal Structure of Categories Using a Neural Typicality Measure. Cerebral Cortex, 24, 1720-1737.

• Koyejo O, Khanna R, Ghosh J, Poldrack RA. On prior distributions and approximate inference for structured variables. Advances in Neural Information Processing Systems, 1, 676-684.

• Koyejo O, Khanna R, Ghosh J, Poldrack RA. On Prior Distributions and Approximate Inference for Structured Variables. Advances in Neural Information Processing Systems.

2013

• Malecek NJ, Poldrack RA. Beyond dopamine: The noradrenergic system and mental effort. Behavioral and Brain Sciences, 36, 698-699.

• Poline JB, Poldrack RA. Introduction to the special issue: Toward a new era of databasing and data sharing for neuroimaging. NeuroImage, 82, 645-646.

• Davis T, Poldrack RA. Measuring neural representations with fMRI: practices and pitfalls. Annals of the New York Academy of Sciences, 1296, 108-134.

• Koyejo O, Patel P, Ghosh J, Poldrack RA. Learning Predictive Cognitive Structure from fMRI Using Supervised Topic Models. Proceedings - 2013 3rd International Workshop on Pattern Recognition in Neuroimaging, PRNI 2013, 9, 9-12.

• Barch DM, Burgess GC, Harms MP, Petersen SE, Schlaggar BL, Corbetta M, Glasser MF, Curtiss S, Dixit S, Feldt C, Nolan D, Bryant E, Hartley T, Footer O, Bjork JM, Poldrack R, Smith S, Johansen-Berg H, Snyder AZ, Van Essen DC. Function in the human connectome: Task-fMRI and individual differences in behavior. NeuroImage, 80, 169-189.

• Galván A, Schonberg T, Mumford J, Kohno M, Poldrack RA, London ED. Greater risk sensitivity of dorsolateral prefrontal cortex in young smokers than in nonsmokers. Psychopharmacology, 229, 345-355.

• Brakewood B, Poldrack RA. The ethics of secondary data analysis: Considering the application of Belmont principles to the sharing of neuroimaging data. NeuroImage, 82, 671-676.

• Congdon E, Bato AA, Schonberg T, Mumford JA, Karlsgodt KH, Sabb FW, London ED, Cannon TD, Bilder RM, Poldrack RA. Differences in neural activation as a function of risk-taking task parameters. Frontiers in Neuroscience, 7, 173.

• Poldrack RA, Barch DM, Mitchell JP, Wager TD, Wagner AD, Devlin JT, Cumba C, Koyejo O, Milham MP. Toward open sharing of task-based fMRI data: the OpenfMRI project. Frontiers in Neuroinformatics, 7, 12.

• White CN, Poldrack RA. Using fMRI to Constrain Theories of Cognition. Perspectives on Psychological Science, 8, 79-83.

• Xue G, Dong Q, Chen C, Lu ZL, Mumford JA, Poldrack RA. Complementary Role of Frontoparietal Activity and Cortical Pattern Similarity in Successful Episodic Memory Encoding. Cerebral Cortex, 23, 1562-1571.

• Park M, Koyejo O, Ghosh J, Poldrack RA, Pillow JW. Bayesian structure learning for functional neuroimaging. Journal of Machine Learning Research, 31, 489-497.

• Hsieh CJ, Sustik MA, Dhillon IS, Ravikumar P, Poldrack RA. BIG & QUIC: Sparse inverse covariance estimation for a million variables. Advances in Neural Information Processing Systems.

2012

• White CN, Mumford JA, Poldrack RA. Perceptual Criteria in the Human Brain. Journal of Neuroscience, 32, 16716-16724.

• Poldrack RA, Mumford JA, Schonberg T, Kalar D, Barman B, Yarkoni T. Discovering Relations Between Mind, Brain, and Mental Disorders Using Topic Mapping. PLoS Computational Biology, 8, e1002707.

• Wagshal D, Knowlton BJ, Cohen JR, Poldrack RA, Bookheimer SY, Bilder RM, Fernandez VG, Asarnow RF. Deficits in probabilistic classification learning and liability for schizophrenia. Psychiatry Research, 200, 167-172.

• Turner BO, Mumford JA, Poldrack RA, Ashby FG. Spatiotemporal activity estimation for multivoxel pattern analysis with rapid event-related designs. NeuroImage, 62, 1429-1438.

• Helfinstein SM, Poldrack RA. The young and the reckless. Nature Neuroscience, 15, 803-805.

• Ghahremani DG, Lee B, Robertson CL, Tabibnia G, Morgan AT, de Shetler N, Brown AK, Monterosso JR, Aron AR, Mandelkern MA, Poldrack RA, London ED. Striatal Dopamine D₂/D₃Receptors Mediate Response Inhibition and Related Activity in Frontostriatal Neural Circuitry in Humans. Journal of Neuroscience, 32, 7316-7324.

• Poline JB, Breeze JL, Ghosh S, Gorgolewski KF, Halchenko YO, Hanke M, Helmer KG, Marcus DS, Poldrack RA, Schwartz Y, Ashburner J, Kennedy DN. Data sharing in neuroimaging research. Frontiers in Neuroinformatics, 6, 9.

• Schonberg T, Fox CR, Mumford JA, Congdon E, Trepel C, Poldrack RA. Decreasing Ventromedial Prefrontal Cortex Activity During Sequential Risk-Taking: An fMRI Investigation of the Balloon Analog Risk Task. Frontiers in Neuroscience, 6, 1-11.

• Poline JB, Poldrack RA. Frontiers in Brain Imaging Methods Grand Challenge. Frontiers in Neuroscience, 6, 1-2.

• Satpute AB, Mumford JA, Naliboff BD, Poldrack RA. Human anterior and posterior hippocampus respond distinctly to state and trait anxiety. Emotion, 12, 58-68.

• Congdon E, Mumford JA, Cohen JR, Galvan A, Canli T, Poldrack RA. Measurement and Reliability of Response Inhibition. Frontiers in Psychology, 3, 37.

• Jimura K, Poldrack RA. Analyses of regional-average activation and multivoxel pattern information tell complementary stories. Neuropsychologia, 50, 544-552.

• Courtney KE, Arellano R, Barkley-Levenson E, Gálvan A, Poldrack RA, Mackillop J, David Jentsch J, Ray LA. The Relationship Between Measures of Impulsivity and Alcohol Misuse: An Integrative Structural Equation Modeling Approach. Alcoholism: Clinical and Experimental Research, 36, 923-931.

• Mumford JA, Turner BO, Ashby FG, Poldrack RA. Deconvolving BOLD activation in event-related designs for multivoxel pattern classification analyses. NeuroImage, 59, 2636-2643.

• Poldrack RA. The future of fMRI in cognitive neuroscience. NeuroImage, 62, 1216-1220.

2011

• Poldrack RA. Inferring Mental States from Neuroimaging Data: From Reverse Inference to Large-Scale Decoding. Neuron, 72, 692-697.

• Lenartowicz A, Verbruggen F, Logan GD, Poldrack RA. Inhibition-related Activation in the Right Inferior Frontal Gyrus in the Absence of Inhibitory Cues. Journal of Cognitive Neuroscience, 23, 3388-3399.

• Xue G, Mei L, Chen C, Zhong-Lin L, Poldrack R, Dong Q. Spaced Learning Enhances Subsequent Recognition Memory by Reducing Neural Repetition Suppression. Journal of Cognitive Neuroscience, 23, 1624-1633.

• Yarkoni T, Poldrack RA, Nichols TE, Van Essen DC, Wager TD. Large-scale automated synthesis of human functional neuroimaging data. Nature Methods, 8, 665-670.

• Tabibnia G, Monterosso JR, Baicy K, Aron AR, Poldrack RA, Chakrapani S, Lee B, London ED. Different Forms of Self-Control Share a Neurocognitive Substrate. Journal of Neuroscience, 31, 4805-4810.

• Stern JM, Caporro M, Haneef Z, Yeh HJ, Buttinelli C, Lenartowicz A, Mumford JA, Parvizi J, Poldrack RA. Functional imaging of sleep vertex sharp transients. Clinical Neurophysiology, 122, 1382-1386.

• Ghahremani DG, Tabibnia G, Monterosso J, Hellemann G, Poldrack RA, London ED. Effect of Modafinil on Learning and Task-Related Brain Activity in Methamphetamine-Dependent and Healthy Individuals. Neuropsychopharmacology, 36, 950-959.

• Galván A, Poldrack RA, Baker CM, McGlennen KM, London ED. Neural Correlates of Response Inhibition and Cigarette Smoking in Late Adolescence. Neuropsychopharmacology, 36, 970-978.

• Poldrack RA, Carr V, Foerde K. Generalization of Knowledge. Generalization of Knowledge: Multidisciplinary Perspectives, 53-70.

• Cohen JR, Asarnow RF, Sabb FW, Bilder RM, Bookheimer SY, Knowlton BJ, Poldrack RA. Decoding Continuous Variables from Neuroimaging Data: Basic and Clinical Applications. Frontiers in Neuroscience, 5, 75.

• Poldrack RA, Kittur A, Kalar D, Miller E, Seppa C, Gil Y, Stott Parker D, Sabb FW, Bilder RM. The Cognitive Atlas: Toward a Knowledge Foundation for Cognitive Neuroscience. Frontiers in Neuroinformatics, 5, 17.

• Schonberg T, Fox CR, Poldrack RA. Mind the gap: bridging economic and naturalistic risk-taking with cognitive neuroscience. Trends in Cognitive Sciences, 15, 11-19.

• Rizk-Jackson A, Stoffers D, Sheldon S, Kuperman J, Dale A, Goldstein J, Corey-Bloom J, Poldrack RA, Aron AR. Evaluating imaging biomarkers for neurodegeneration in pre-symptomatic Huntington’s disease using machine learning techniques. NeuroImage, 56, 788-796.

• Congdon E, Mumford JA, Cohen JR, Galvan A, Aron AR, Xue G, Miller E, Poldrack RA. Corrigendum to “Engagement of large-scale networks is related to individual differences in inhibitory control” [NeuroImage 53/2 (2010) 653–663]. NeuroImage, 56, 1854.

• Russell A. Poldrack, Jeanette A. Mumford, Thomas E. Nichols. Handbook of Functional MRI Data Analysis. Cambridge University Press.

2010

• Scott-Van Zeeland AA, Abrahams BS, Alvarez-Retuerto AI, Sonnenblick LI, Rudie JD, Ghahremani D, Mumford JA, Poldrack RA, Dapretto M, Geschwind DH, Bookheimer SY. Altered Functional Connectivity in Frontal Lobe Circuits Is Associated with Variation in the Autism Risk Gene CNTNAP2. Science Translational Medicine, 2, 56ra80.

• Congdon E, Mumford JA, Cohen JR, Galvan A, Aron AR, Xue G, Miller E, Poldrack RA. Engagement of large-scale networks is related to individual differences in inhibitory control. NeuroImage, 53, 653-663.

• Poldrack RA. Mapping Mental Function to Brain Structure: How Can Cognitive Neuroimaging Succeed?. Perspectives on Psychological Science, 5, 753-761.

• Xue G, Mei L, Chen C, Lu ZL, Poldrack RA, Dong Q. Facilitating Memory for Novel Characters by Reducing Neural Repetition Suppression in the Left Fusiform Cortex. PLoS ONE, 5, e13204.

• Congdon E, Poldrack RA, Freimer NB. Neurocognitive Phenotypes and Genetic Dissection of Disorders of Brain and Behavior. Neuron, 68, 218-230.

• Yarkoni T, Poldrack RA, Van Essen DC, Wager TD. Cognitive neuroscience 2.0: building a cumulative science of human brain function. Trends in Cognitive Sciences, 14, 489-496.

• Xue G, Dong Q, Chen C, Lu Z, Mumford JA, Poldrack RA. Greater Neural Pattern Similarity Across Repetitions Is Associated with Better Memory. Science, 330, 97-101.

• Ghahremani DG, Monterosso J, Jentsch JD, Bilder RM, Poldrack RA. Neural Components Underlying Behavioral Flexibility in Human Reversal Learning. Cerebral Cortex, 20, 1843-1852.

• Kriegeskorte N, Lindquist MA, Nichols TE, Poldrack RA, Vul E. Everything You Never Wanted to Know about Circular Analysis, but Were Afraid to Ask. Journal of Cerebral Blood Flow and Metabolism, 30, 1551-1557.

• Kenner NM, Mumford JA, Hommer RE, Skup M, Leibenluft E, Poldrack RA. Inhibitory Motor Control in Response Stopping and Response Switching. Journal of Neuroscience, 30, 8512-8518.

• Mumford JA, Horvath S, Oldham MC, Langfelder P, Geschwind DH, Poldrack RA. Detecting network modules in fMRI time series: A weighted network analysis approach. NeuroImage, 52, 1465-1476.

• Lenartowicz A, Kalar DJ, Congdon E, Poldrack RA. Towards an Ontology of Cognitive Control. Topics in Cognitive Science, 2, 678-692.

• Cohen JR, Asarnow RF, Sabb FW, Bilder RM, Bookheimer SY, Knowlton BJ, Poldrack RA. A unique adolescent response to reward prediction errors. Nature Neuroscience, 13, 669-671.

• Crone EA, Poldrack RA, Durston S. Challenges and methods in developmental neuroimaging. Human Brain Mapping, 31, 835-837.

• Poldrack RA. Interpreting developmental changes in neuroimaging signals. Human Brain Mapping, 31, 872-878.

• Scott-Van Zeeland AA, Dapretto M, Ghahremani DG, Poldrack RA, Bookheimer SY. Reward processing in autism. Autism Research, 3, 53-67.

• Lenartowicz A, Poldrack RA. Brain Imaging. Encyclopedia of Behavioral Neuroscience, 1, 187-193.

• Ramsey JD, Hanson SJ, Hanson C, Halchenko YO, Poldrack RA, Glymour C. Six problems for causal inference from fMRI. NeuroImage, 49, 1545-1558.

• Cho S, Moody TD, Fernandino L, Mumford JA, Poldrack RA, Cannon TD, Knowlton BJ, Holyoak KJ. Common and Dissociable Prefrontal Loci Associated with Component Mechanisms of Analogical Reasoning. Cerebral Cortex, 20, 524-533.

• Cohen JR, Asarnow RF, Sabb FW, Bilder RM, Bookheimer SY, Knowlton BJ, Poldrack RA. Decoding developmental differences and individual variability in response inhibition through predictive analyses across individuals. Frontiers in Human Neuroscience, 4, 47.

• Poldrack RA, Carr V, Foerde K. Flexibility and generalization in memory systems. Flexibility and generalization in memory systems.

• Poldrack RA, Mumford JA. On the proper role of non-independent ROI analysis: A commentary on Vul and Kanwisher. On the proper role of non-independent ROI analysis: A commentary on Vul and Kanwisher.

2009

• Bilder RM, Sabb FW, Parker DS, Kalar D, Chu WW, Fox J, Freimer NB, Poldrack RA. Cognitive ontologies for neuropsychiatric phenomics research. Cognitive Neuropsychiatry, 14, 419-450.

• Lee B, London ED, Poldrack RA, Farahi J, Nacca A, Monterosso JR, Mumford JA, Bokarius AV, Dahlbom M, Mukherjee J, Bilder RM, Brody AL, Mandelkern MA. Striatal Dopamine D₂/D₃Receptor Availability Is Reduced in Methamphetamine Dependence and Is Linked to Impulsivity. Journal of Neuroscience, 29, 14734-14740.

• Poldrack RA, Halchenko YO, Hanson SJ. Decoding the Large-Scale Structure of Brain Function by Classifying Mental States Across Individuals. Psychological Science, 20, 1364-1372.

• Bilder RM, Poldrack RA, Stott PD, Reise SP, David Jentsch J, Cannon T, London E, Sabb FW, Foland-Ross L, Kalar D, Brown N, Carstensen A, Freimer N. Cognitive phenomics. The Neuropsychology of Mental Illness, 271-284.

• Poldrack RA, Mumford JA. Independence in ROI analysis: where is the voodoo?. Social Cognitive and Affective Neuroscience, 4, 208-213.

• Sabb FW, Burggren AC, Higier RG, Fox J, He J, Parker DS, Poldrack RA, Chu W, Cannon TD, Freimer NB, Bilder RM. Challenges in phenotype definition in the whole-genome era: multivariate models of memory and intelligence. Neuroscience, 164, 88-107.

• Ghahremani DG, Poldrack RA. Neuroimaging and interactive memory systems. Neuroimaging of Human Memory: Linking Cognitive Processes to Neural Systems, 77-88.

• Bilder RM, Sabb FW, Cannon TD, London ED, Jentsch JD, Parker DS, Poldrack RA, Evans C, Freimer NB. Phenomics: the systematic study of phenotypes on a genome-wide scale. Neuroscience, 164, 30-42.

• Aron AR, Poldrack RA, Wise SP. Cognition: Basal Ganglia Role. Encyclopedia of Neuroscience, 2, 1069-1077.

• Glimcher PW, Camerer CF, Fehr E, Poldrack RA. Introduction. Neuroeconomics, 1-12.

• Foerde K, Poldrack RA. Procedural Learning in Humans. Encyclopedia of Neuroscience, 8, 1083-1091.

• Fox CR, Poldrack RA. Prospect Theory and the Brain. Neuroeconomics, 145-173.

• Van Horn JD, Poldrack RA. Functional MRI at the crossroads. International Journal of Psychophysiology, 73, 3-9.

• Barch DM, Braver TS, Carter CS, Poldrack RA, Robbins TW. CNTRICS final task selection: executive control. Schizophrenia Bulletin, 35, 115-135.

• Thompson PM, Miller MI, Poldrack RA, Nichols TE, Taylor JE, Worsley KJ, Ratnanather JT. Special issue on mathematics in brain imaging. NeuroImage, 45, S1-2.

• Glimcher PW, Fehr E, Camerer CF, Poldrack RA. Neuroeconomics. Neuroeconomics.

• Aron AR, Wise SP, Poldrack RA. Role of the basal ganglia in cognition. Role of the basal ganglia in cognition.

2008

• Xue G, Ghahremani DG, Poldrack RA. Neural substrates for reversing stimulus-outcome and stimulus-response associations. Journal of Neuroscience, 28, 11196-11204.

• Poldrack RA. The role of fMRI in cognitive neuroscience: where do we stand?. Current Opinion in Neurobiology, 18, 223-227.

• Poldrack RA, Wagner AD. The Interface Between Neuroscience and Psychological Science. Current Directions in Psychological Science, 17, 61.

• Cohen JR, Poldrack RA. Automaticity in motor sequence learning does not impair response inhibition. Psychonomic Bulletin and Review, 15, 108-115.

• Xue G, Aron AR, Poldrack RA. Common neural substrates for inhibition of spoken and manual responses. Cerebral Cortex, 18, 1923-1932.

• Foerde K, Poldrack RA, Knowlton BJ, Sabb FW, Bookheimer SY, Bilder RM, Guthrie D, Granholm E, Nuechterlein KH, Marder SR, Asarnow RF. Selective corticostriatal dysfunction in schizophrenia: examination of motor and cognitive skill learning. Neuropsychology, 22, 100-109.

• Poldrack RA, Fletcher PC, Henson RN, Worsley KJ, Brett M, Nichols TE. Guidelines for reporting an fMRI study. NeuroImage, 40, 409-414.

• Shattuck DW, Mirza M, Adisetiyo V, Hojatkashani C, Salamon G, Narr KL, Poldrack RA, Bilder RM, Toga AW. Construction of a 3D probabilistic atlas of human cortical structures. NeuroImage, 39, 1064-1080.

• Gluck MA, Poldrack RA, Kéri S. The cognitive neuroscience of category learning. Neuroscience and Biobehavioral Reviews, 32, 193-196.

• Tohka J, Foerde K, Aron AR, Tom SM, Toga AW, Poldrack RA. Automatic independent component labeling for artifact removal in fMRI. NeuroImage, 39, 1227-1245.

• Karlsgodt KH, van Erp TGM, Poldrack RA, Bearden CE, Nuechterlein KH, Cannon TD. Diffusion tensor imaging of the superior longitudinal fasciculus and working memory in recent-onset schizophrenia. Biological Psychiatry, 63, 512-518.

• Poldrack RA, Foerde K. Category learning and the memory systems debate. Neuroscience and Biobehavioral Reviews, 32, 197-205.

2007

• Raizada RDS, Poldrack RA. Challenge-driven attention: interacting frontal and brainstem systems. Frontiers in Human Neuroscience, 1, 3.

• Raizada RDS, Poldrack RA. Selective amplification of stimulus differences during categorical processing of speech. Neuron, 56, 726-740.

• Xue G, Poldrack RA. The neural substrates of visual perceptual learning of words: implications for the visual word form area hypothesis. Journal of Cognitive Neuroscience, 19, 1643-1655.

• Devlin JT, Poldrack RA. In praise of tedious anatomy. NeuroImage, 37, 1033-1041.

• Mumford JA, Poldrack RA. Modeling group fMRI data. Social cognitive and affective neuroscience, 2, 251-257.

• Poldrack RA, Devlin JT. On the fundamental role of anatomy in functional imaging: Reply to commentaries on “In praise of tedious anatomy”. NeuroImage, 37, 1066-1068.

• Foerde K, Poldrack RA, Knowlton BJ. Secondary-task effects on classification learning. Memory and Cognition, 35, 864-874.

• Aron AR, Behrens TE, Smith S, Frank MJ, Poldrack RA. Triangulating a cognitive control network using diffusion-weighted magnetic resonance imaging (MRI) and functional MRI. Journal of Neuroscience, 27, 3743-3752.

• Poldrack RA. Region of interest analysis for fMRI. Social Cognitive and Affective Neuroscience, 2, 67-70.

• Thermenos HW, Seidman LJ, Poldrack RA, Peace NK, Koch JK, Faraone SV, Tsuang MT. Elaborative verbal encoding and altered anterior parahippocampal activation in adolescents and young adults at genetic risk for schizophrenia using FMRI. Biological Psychiatry, 61, 564-574.

• Tom SM, Fox CR, Trepel C, Poldrack RA. The neural basis of loss aversion in decision-making under risk. Science, 315, 515-518.

2006

• Thermenos HW, Seidman LJ, Poldrack RA, Peace NK, Koch JK, Faraone SV, Tsuang MT. RETRACTED: Elaborative Verbal Encoding and Altered Anterior Parahippocampal Activation in Adolescents and Young Adults at Genetic Risk for Schizophrenia Using fMRI. Biol Psychiatry.

• Foerde K, Knowlton BJ, Poldrack RA. Modulation of competing memory systems by distraction. Proceedings of the National Academy of Sciences of the United States of America, 103, 11778-11783.

• Seidman LJ, Thermenos HW, Poldrack RA, Peace NK, Koch JK, Faraone SV, Tsuang MT. Altered brain activation in dorsolateral prefrontal cortex in adolescents and young adults at genetic risk for schizophrenia: an fMRI study of working memory. Schizophrenia Research, 85, 58-72.

• Aron AR, Poldrack RA. Cortical and subcortical contributions to Stop signal response inhibition: role of the subthalamic nucleus. Journal of Neuroscience, 26, 2424-2433.

• Poldrack RA. Can cognitive processes be inferred from neuroimaging data?. Trends in Cognitive Sciences, 10, 59-63.

• Yu P, Han X, Ségonne F, Liu AK, Poldrack RA, Golland P, Fischl B. Shape-based discrimination and classification of cortical surfaces. Proceedings - International Conference on Pattern Recognition, 3, 445-448.

• Aron AR, Gluck MA, Poldrack RA. Long-term test-retest reliability of functional MRI in a classification learning task. NeuroImage, 29, 1000-1006.

• Rodriguez PF, Aron AR, Poldrack RA. Ventral-striatal/nucleus-accumbens sensitivity to prediction errors during classification learning. Human Brain Mapping, 27, 306-313.

• Poldrack RA, Willingham DB. Functional neuroimaging of skill learning. Functional neuroimaging of skill learning.

2005

• Goldstein JM, Jerram M, Poldrack R, Ahern T, Kennedy DN, Seidman LJ, Makris N. Hormonal cycle modulates arousal circuitry in women using functional magnetic resonance imaging. Journal of Neuroscience, 25, 9309-9316.

• Badre D, Poldrack RA, Paré-Blagoev EJ, Insler RZ, Wagner AD. Dissociable controlled retrieval and generalized selection mechanisms in ventrolateral prefrontal cortex. Neuron, 47, 907-918.

• Katzir T, Misra M, Poldrack RA. Imaging phonology without print: assessing the neural correlates of phonemic awareness using fMRI. NeuroImage, 27, 106-115.

• Goldstein JM, Poldrack R, Breiter HC, Makris N, Goodman JM, Jerram M, Anagnoson R, Tsuang MT, Seidman LJ. Sex differences in prefrontal cortical brain activity during fMRI of auditory verbal working memory. Neuropsychology, 19, 509-519.

• Poldrack RA, Sabb FW, Foerde K, Tom SM, Asarnow RF, Bookheimer SY, Knowlton BJ. The neural correlates of motor skill automaticity. Journal of Neuroscience, 25, 5356-5364.

• Thermenos HW, Goldstein JM, Buka SL, Poldrack RA, Koch JK, Tsuang MT, Seidman LJ. The effect of working memory performance on functional MRI in schizophrenia. Schizophrenia Research, 74, 179-194.

• Trepel C, Fox CR, Poldrack RA. Prospect theory on the brain? Toward a cognitive neuroscience of decision under risk. Cognitive Brain Research, 23, 34-50.

• Valera EM, Faraone SV, Biederman J, Poldrack RA, Seidman LJ. Functional neuroanatomy of working memory in adults with attention-deficit/hyperactivity disorder. Biological Psychiatry, 57, 439-447.

• Stone WS, Thermenos HW, Tarbox SI, Poldrack RA, Seidman LJ. Medial temporal and prefrontal lobe activation during verbal encoding following glucose ingestion in schizophrenia: A pilot fMRI study. Neurobiology of Learning and Memory, 83, 54-64.

• Aron AR, Poldrack RA. The cognitive neuroscience of response inhibition: relevance for genetic research in attention-deficit/hyperactivity disorder. Biological Psychiatry, 57, 1285-1292.

2004

• Poldrack RA, Wagner AD. What can neuroimaging tell us about the mind? Insights from prefrontal cortex. Current Directions in Psychological Science, 13, 177-181.

• Poldrack RA, Sandak R. Introduction to This Special Issue: The Cognitive Neuroscience of Reading. Scientific Studies of Reading, 8, 199-202.

• Misra M, Katzir T, Wolf M, Poldrack RA. Neural systems for rapid automatized naming in skilled readers: Unraveling the RAN-reading relationship. Scientific Studies of Reading, 8, 241-256.

• Poldrack RA, Rodriguez P. How do memory systems interact? Evidence from human classification learning. Neurobiology of Learning and Memory, 82, 324-332.

• Shohamy D, Myers CE, Grossman S, Sage J, Gluck MA, Poldrack RA. Cortico-striatal contributions to feedback-based learning: converging data from neuroimaging and neuropsychology. Brain, 127, 851-859.

• Aron AR, Shohamy D, Clark J, Myers C, Gluck MA, Poldrack RA. Human midbrain sensitivity to cognitive feedback and uncertainty during classification learning. Journal of Neurophysiology, 92, 1144-1152.

• Aron AR, Robbins TW, Poldrack RA. Inhibition and the right inferior frontal cortex. Trends in Cognitive Sciences, 8, 170-177.

• Thermenos HW, Seidman LJ, Breiter H, Goldstein JM, Goodman JM, Poldrack R, Faraone SV, Tsuang MT. Functional magnetic resonance imaging during auditory verbal working memory in nonpsychotic relatives of persons with schizophrenia: a pilot study. Biological Psychiatry, 55, 490-500.

• Thompson PM, Miller MI, Ratnanather JT, Poldrack RA, Nichols TE. Preface to the special issue. NeuroImage, 23, S1.

2003

• Sperling R, Chua E, Cocchiarella A, Rand-Giovannetti E, Poldrack R, Schacter DL, Albert M. Putting names to faces: successful encoding of associative memories activates the anterior hippocampal formation. NeuroImage, 20, 1400-1410.

• Jasdzewski G, Strangman G, Wagner J, Kwong KK, Poldrack RA, Boas DA. Differences in the hemodynamic response to event-related motor and visual paradigms as measured by near-infrared spectroscopy. NeuroImage, 20, 479-488.

• Boas DA, Strangman G, Culver JP, Hoge RD, Jasdzewski G, Poldrack RA, Rosen BR, Mandeville JB. Can the cerebral metabolic rate of oxygen be estimated with near-infrared spectroscopy?. Physics in Medicine and Biology, 48, 2405-2418.

• Poldrack RA, Rodriguez P. Sequence Learning. Neuron, 37, 891-893.

• Temple E, Deutsch GK, Poldrack RA, Miller SL, Tallal P, Merzenich MM, Gabrieli JDE. Neural deficits in children with dyslexia ameliorated by behavioral remediation: evidence from functional MRI. Proceedings of the National Academy of Sciences of the United States of America, 100, 2860-2865.

• Poldrack RA, Packard MG. Competition among multiple memory systems: converging evidence from animal and human brain studies. Neuropsychologia, 41, 245-251.

• Poldrack RA, Sandak R. Introduction to special issue: The cognitive neuroscience of reading. Scientific Studies of Reading.

• Misra M, Katzir T, Wolf M, Poldrack RA. Neural systems for rapid automatized naming identified using fMRI. Scientific Studies of Reading.

• Lai I, Gollub R, Hoge R, Greve D, Vangel M, Poldrack R, Greenberg JE. Teaching statistical analysis of fMRI data. ASEE Annual Conference Proceedings, 6019-6029.

2002

• Golby AJ, Poldrack RA, Illes J, Chen D, Desmond JE, Gabrieli JDE. Memory lateralization in medial temporal lobe epilepsy assessed by functional MRI. Epilepsia, 43, 855-863.

• Poldrack RA. Neural systems for perceptual skill learning. Behavioral and cognitive neuroscience reviews, 1, 76-83.

• Poldrack RA, Paré-Blagoev EJ, Grant PE. Pediatric functional magnetic resonance imaging: progress and challenges. Topics in Magnetic Resonance Imaging, 13, 61-70.

• Boas DA, Jasdzewski G, Strangman G, Culver JP, Poldrack R. Modeling of the Hemodynamic Response Function for Event Related Motor and Visual Stimuli as Measured by Near Infrared Spectroscopy. Optics InfoBase Conference Papers, 307-309.

2001

• Poldrack RA, Clark J, Paré-Blagoev EJ, Shohamy D, Creso Moyano J, Myers C, Gluck MA. Interactive memory systems in the human brain. Nature, 414, 546-550.

• Wagner AD, Paré-Blagoev EJ, Clark J, Poldrack RA. Recovering meaning: left prefrontal cortex guides controlled semantic retrieval. Neuron, 31, 329-338.

• Poldrack RA, Temple E, Protopapas A, Nagarajan S, Tallal P, Merzenich M, Gabrieli JDE. Relations between the neural bases of dynamic auditory processing and phonological processing: evidence from fMRI. Journal of Cognitive Neuroscience, 13, 687-697.

• Vuilleumier P, Sagiv N, Hazeltine E, Poldrack RA, Swick D, Rafal RD, Gabrieli JDE. Neural fate of seen and unseen faces in visuospatial neglect: a combined event-related functional MRI and event-related potential study. Proceedings of the National Academy of Sciences of the United States of America, 98, 3495-3500.

• Temple E, Poldrack RA, Salidis J, Deutsch GK, Tallal P, Merzenich MM, Gabrieli JDE. Disrupted neural responses to phonological and orthographic processing in dyslexic children: an fMRI study. NeuroReport, 12, 299-307.

• Poldrack RA, Gabrieli JDE. Characterizing the neural mechanisms of skill learning and repetition priming: evidence from mirror reading. Brain, 124, 67-82.

• Poldrack RA. A Structural Basis for Developmental Dyslexia:Evidence from Diffusion Tensor Imaging. A Structural Basis for Developmental Dyslexia:Evidence from Diffusion Tensor Imaging.

• Golby AJ, Poldrack RA, Brewer JB, Spencer D, Desmond JE, Aron AP, Gabrieli JDE. Material-specific lateralization in the medial temporal lobe and prefrontal cortex during memory encoding. Brain, 124, 1841-1854.

2000

• Seger CA, Poldrack RA, Prabhakaran V, Zhao M, Glover GH, Gabrieli JDE. Hemispheric asymmetries and individual differences in visual concept learning as measured by functional MRI. Neuropsychologia, 38, 1316-1324.

• Temple E, Poldrack RA, Protopapas A, Nagarajan S, Salz T, Tallal P, Merzenich MM, Gabrieli JDE. Disruption of the neural response to rapid acoustic stimuli in dyslexia: evidence from functional MRI. Proceedings of the National Academy of Sciences of the United States of America, 97, 13907-13912.

• Hazeltine E, Poldrack R, Gabrieli JDE. Neural Activation During Response Competition. Journal of Cognitive Neuroscience, 12, 118-129.

• Seger CA, Prabhakaran V, Poldrack RA, Gabrieli JDE. Neural activity differs between explicit and implicit learning of artificial grammar strings: An fMRI study. Psychobiology, 28, 283-292.

• Poldrack RA. Imaging Brain Plasticity: Conceptual and Methodological Issues— A Theoretical Review. NeuroImage, 12, 1-13.

• Klingberg T, Hedehus M, Temple E, Salz T, Gabrieli JDE, Moseley ME, Poldrack RA. Microstructure of temporo-parietal white matter as a basis for reading ability: evidence from diffusion tensor magnetic resonance imaging. Neuron, 25, 493-500.

1999

• Illes J, Francis WS, Desmond JE, Gabrieli JDE, Glover GH, Poldrack R, Lee CJ, Wagner AD. Convergent cortical representation of semantic processing in bilinguals. Brain and Language, 70, 347-363.

• Poldrack RA, Wagner AD, Prull MW, Desmond JE, Glover GH, Gabrieli JDE. Functional specialization for semantic and phonological processing in the left inferior prefrontal cortex. NeuroImage, 10, 15-35.

• Poldrack RA, Selco SL, Field JE, Cohen NJ. The relationship between skill learning and repetition priming: experimental and computational analyses. Journal of Experimental Psychology: Learning Memory and Cognition, 25, 208-235.

• Poldrack RA, Prabhakaran V, Seger CA, Gabrieli JDE. Striatal activation during acquisition of a cognitive skill. Neuropsychology, 13, 564-574.

• Demb JB, Poldrack RA, Gabrieli JDE. Functional neuroimaging of word processing in normal and dyslexic readers. Functional neuroimaging of word processing in normal and dyslexic readers.

1998

• Gabrieli JDE, Brewer JB, Poldrack RA. Images of medial temporal lobe functions in human learning and memory. Neurobiology of Learning and Memory, 70, 275-283.

• Poldrack RA, Desmond JE, Glover GH, Gabrieli JDE. The neural basis of visual skill learning: an fMRI study of mirror reading. Cerebral Cortex, 8, 1-10.

• Wagner AD, Poldrack RA, Eldridge LL, Desmond JE, Glover GH, Gabrieli JDE. Material-specific lateralization of prefrontal activation during episodic encoding and retrieval. NeuroReport, 9, 3711-3717.

• Poldrack RA, Gabrieli JDE. Memory and the brain: what’s right and what’s left?. Cell, 93, 1091-1093.

• Poldrack RA, Logan GD. What is the mechanism for fluency in successive recognition?. Acta Psychologica, 98, 167-181.

• Gabrieli JDE, Poldrack RA, Desmond JE. The role of left prefrontal cortex in language and memory. Proceedings of the National Academy of Sciences of the United States of America, 95, 906-913.

1997

• Cohen NJ, Poldrack RA, Eichenbaum H. Memory for items and memory for relations in the procedural/declarative memory framework. Memory, 5, 131-178.

• Poldrack RA, Cohen NJ. Priming of new associations in reading time: What is learned?. Psychonomic Bulletin and Review, 4, 398-402.

• Poldrack RA, Gabrieli JDE. Functional anatomy of long-term memory. Journal of Clinical Neurophysiology, 14, 294-310.

• Gabrieli JDE, Keane MM, Zarella MM, Poldrack RA. Preservation of implicit memory for new associations in global amnesia. Psychological Science, 8, 326-329.

• Poldrack RA, Logan GD. Fluency and response speed in recognition judgments. Memory and Cognition, 25, 1-10.

1996

• Poldrack RA. On testing for stochastic dissociations. Psychonomic Bulletin and Review, 3, 434-448.

1994

• Poldrack RA, Cohen NJ. On the representational/computational properties of multiple memory systems. Behavioral and Brain Sciences, 17, 416-417.

   

Updated: 2026-10-23 - generated from academicdb