Publications

2023

Dulberg Z, Dubey R, Berwian IM & Cohen JD (2023). Having multiple selves helps learning agents explore and adapt in complex changing worlds. Proceedings of the National Academy of Sciences, 120(28), e2221180120. https://doi.org/10.1073/pnas.2221180120.

Masís J, Melnikoff D, Barrett L & Cohen JD (2023). When to choose: Information seeking in the speed-accuracy tradeoff. Cogsci 2023: Proceedings of the Annual Meeting of the Cognitive Science Society, 45. https://escholarship.org/uc/item/46j4g3p4.

Ritz H, Wolf W & Cohen JD (2023). Continous and discrete transitions during task-switching. CogSci 2023: Proceedings of the Annual Meeting of the Cognitive Science Society, 45. https://escholarship.org/uc/item/9kq1p2rt#main.

Segert S & Cohen JD (2023). Beyond transformers for function learning. CogSci 2023: Proceedings of the Annual Meeting of the Cognitive Science Society, 45. http://arxiv.org/abs/2304.09979.

Mondal SS*, Webb TW* & Cohen JD (2023). Systematic visual reasoning through object-centric relational abstraction. NeurIPS 2023: Advances in Neural Information Processing Systems. https://arxiv.org/pdf/2306.02500.pdf.

Agrawal M, Peterson JC, Cohen JD & Griffiths TL (2023). Stress, intertemporal choice, and mitigation behavior during the COVID-19 pandemic. Journal of Experimental Psychology: General. https://dx.doi.org/10.1037/xge0001417.

Beukers AO, Hamin M, Norman K & Cohen JD (2023). When working memory may just be working, not memory. Psychological Review. https://psyarxiv.com/jtw5p.

Bustamante LA, Oshinowo T, Lee J, Tong E, Burton AR, Shenav AS, Daw N & Cohen JD (2023). Effort Foraging Task reveals positive correlation between individual differences in the cost of cognitive and physical effort in humans. Proceedings of the National Academy of Sciences, USA. https://www.pnas.org/doi/10.1073/pnas.2221510120.

Masís J, Chapman T, Rhee JY, Cox DD & Saxe AM (2023). Strategically managing learning during perceptual decision making. eLife, 12:e64978. https://doi.org/10.7554/eLife.64978.

Mondal SS, Frankland SM, Webb TW & Cohen JD (2023). Determinantal point process attention over grid codes supports out of distribution generalization. eLife, https://elifesciences.org/reviewed-preprints/89911v1.

Mondal SS*, Webb TW* & Cohen JD (2023). Learning to reason over visual objects. ICLR 2023: Proceedings of the International Conference on Learning Representations. https://arxiv.org/pdf/2303.02260. 

Musslick S & Masís J (2023). Pushing the bounds of bounded optimality and rationality. Cognitive Science, 47: e13259. https://doi.org/10.1111/cogs.13259.

Rier L, Michelmann S, Ritz H, Shah V, Hill RM, Osborne J, Doyle C, Holmes N, Bowtell R, Brookes MJ, Norman KA, Hasson U, Cohen JD & Boto E (2023). Test-Retest reliability of the human connectome: An OPM-MEG study. Imaging Neuroscience, 1, 1-20. https://direct.mit.edu/imag/article/doi/10.1162/imag_a_00020/117508/Test-retest-reliability-of-the-human-connectome-An.

Altabaa A, Webb T, Cohen JD & Lafferty J (2024). Abstractors: Transformer modules for symbolic message passing and relational reasoning. ICLR 2024: Proceedings of the International Conference on Learning Representations. https://arxiv.org/abs/2304.00195.

Bornstein AM, Aly M, Feng SF, Turk-Browne NB, Norman KA & Cohen JD (2023). Associative memory retrieval modulates upcoming perceptual decisions. Cognitive, Affective and Behavioral Neuroscience. https://www.biorxiv.org/content/10.1101/186817v4.

Gleeson P, Crook S, Turner D, Mantel K, Raunak M & Cohen JD (2023). Integrating model development across computational neuroscience, cognitive science and machine learning. Neuron. https://doi.org/10.1016/j.neuron.2023.03.037.

Kumar S, Dasgupta I, Marjieh R, Daw ND, Cohen JD & Griffiths TL (2023). Disentangling abstraction from statistical pattern matching in human and machine learning. PLOS Computational Biology, 19(8). https://arxiv.org/abs/2204.01437.

Ho M, Cohen JD & Griffiths TL (2023). Rational simplification and rigidity in human planning. Psychological Science, 34(11), 1281-1292. https://psyarxiv.com/aqxws.

Petri G, Musslick S & Cohen JD (in press). An information-theoretic approach to reward rate optimization in the tradeoff between controlled and automatic processing in neural network architectures. eLife. https://doi.org/10.1101/2023.09.18.558214.

2022

Wallace G, Polcyn S, Brooks PP, Mennen A, Zhao K, Scotti PS, Michelmann S, Li K, TurkBrowne NB, Cohen JD, & Norman KA (2022). RT-Cloud: A cloud-based software framework to simplify and standardize real-time fMRI. NeuroImage, 257, 119295. https:// doi.org/10.1016/j.neuroimage.2022.119295.

Vesely J, Pothukuchi Raghav, Gupta S, Ketaki J, Cohen JD & Bhattacharjee A (2022). Distill: Domain-specific compilation for cognitive models. 2022 IEE/ACM International Symposium on Code Generation and Optimization (CGO) (pp. 301-312). https://doi.org/10.1109/cgo53902.2022.9741278.

Segert S & Cohen JD (2022). A Self-Supervised Framework for Function Learning and Extrapolation. Transactions on Machine Learning Research. https://openreview.net/pdf?id=ILPFasEaHA

Segert S & Cohen JD (2022). Maximum entropy function learning. CogSci 2022: Proceedings of the Annual Meeting of the Cognitive Science Society.

Musslick S, Cherkaev A, Draut B, Butt A, Srikumar V, Flatt M & Cohen JD (2022). SweetPea: A standard language for factorial experimental design. Behavioral Methods in Research, 54(2), 805–829. https://doi.org/10.3758/s13428-021-01598-2.

Kumar S, Correa CG, Dasgupta I, Marjieh R, Hu MY, Hawkins RD, Daw ND, Cohen JD, Narasimhan K & Griffiths TL (2022). Using natural language and program abstractions to instill human inductive biases in machines. Advances in Neural Information Processing Systems. https://arxiv.org/abs/2205.11558.

Kane GA, James MH, Shenhav A, Daw ND, Cohen JD & Aston-Jones G. (2022). Rat anterior cingulate cortex continuously signals decision variables in a patch foraging task. Journal of Neuroscience, 42(29), 5730–5744. https://doi.org/10.1523/jneurosci.1940-21.2022.

Iordan C, Giallanza T, Ellis CT, Beckage NM & Cohen JD (2022). Context matters: Recovering human semantic structure from machine learning analysis of large-scale text corpora. Cognitive Science, 46(2), e13085.

Ho M, Abel, D, Correa CG, Littman ML, Cohen JD & Griffiths TL (2022). People construct simple representations to plan. Nature 606(7912), 129-136. https://rdcu.be/cNVkp.


2021

Webb TW, Sinha I & Cohen JD (2021). Emergent symbols through binding in external memory. ICLR 2021: Proceedings of the International Conference on Learning Representations. https://arxiv.org/abs/2012.14601.

Prat-Carrabin A, Wilson RC, Cohen JD & da Silveira RA (2021). Human inference in changing environments with temporal structure. Psychological Review, 128(5), 879–912. https://doi.org/10.1037/rev0000276.

Petri G, Musslick S, Dey B, Özcimder K, Ahmed NK, Willke TL & Cohen JD (2021). Topological limits to parallel processing capability of network architectures. Nature Physics, 17(5), 646-651. https://doi.org/10.1038/s41567-021-01170-x.

Musslick S & Cohen JD (2021). Rationalizing constraints on the capacity for cognitive control. Trends in Cognitive Sciences, 25(9), 757-775. https://doi.org/10.1016/ j.tics.2021.06.001.

Kumar M, Anderson M, Antony J, Baldassano C, Brooks PB, Cai MB, Po-Hsuan, Chen C, Ellis CT, Henselman-Petrusek G, Huberdeau D, Hutchinson B, Li YP, Lu Q, Manning JR, Mennen AC, Nastase SA, Richard H, Schapiro AC, Schuck NW, Shvartsman M, Sundaram N, Suo D, Turek JS, Turner D, Vo V, Wallace G, Wang Y, Williams JA, Zhang H, Zhu X, Capota M, Cohen JD, Hasson U, Li K, Ramadge PJ, Turk-Browne N, Willke TL & Norman KA (2021). BrainIAK: The Brain Imaging Analysis Kit. Aperture Neuro. https://doi.org/10.52294/31bb5b68-2184-411b-8c00-a1dacb61e1da.

Momennejad I, Lewis-Peacock J, Norman KA, Cohen, JD, Singh S & Lewis, RL (2021). Rational use of episodic and working memory: A normative account of prospective memory. Neuropsychologia, 158, 107657. https://doi.org/10.1016/j.neuropsychologia.2020.107657.

Mennen AC, Turk-Browne NB, Wallace G, Seok D, Jaganjac A, Stock J, deBettencourt MT, Cohen JD, Norman KA & Sheline YI (2021). Cloud-based fMRI neurofeedback to reduce the negative attentional bias in depression: a proof-of-concept study. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, 6(4), 490-497. https://doi.org/10.1016/j.bpsc.2020.10.006.

Masis J, Musslick S & Cohen JD (2021). The value of learning and cognitive control allocation. CogSci 2021: Proceedings of the Annual Meeting of the Cognitive Science Society. https://escholarship.org/uc/item/7w0223v0.

Kumar S, Dasgupta, I, Cohen JD, Daw ND & Griffiths TL (2021). Meta-learning of structured task distributions in humans and machines. ICLR 2021: Proceedings of the International Conference on Learning Representations. https://arxiv.org/abs/2010.02317.

Eldar E, Felso V, Cohen JD & Niv Y (2021). A pupillary index of susceptibility to decision biases. Nature Human Behaviour, 5, 653-662. https://doi.org/10.1038/s41562-020-01006-3.

Dulberg Z, Webb T & Cohen JD (2021). Modeling the development of counting with memoryaugmented neural networks. CogSci 2020: Proceedings of the Annual Meeting of the Cognitive Science Society. https://arxiv.org/abs/2105.10577.

Bustamante L, Lieder F, Musslick S, Shenhav A & Cohen JD (2021). Learning to overexert cognitive control in a Stroop task. Cognitive, Affective and Behavioral Neuroscience. 21(3), 453-471. https://link.springer.com/article/10.3758/s13415-020-00845-x.

Beukers AO, Buschman TJ, Cohen JD & Norman KA (2021). Is activity silent working memory simply episodic memory? Trends in Cognitive Sciences, 25(4), 284-293. https://doi.org/10.1016/j.tics.2021.01.003.

Agrawal M, Mattar M, Daw ND & Cohen JD (2021). The temporal dynamics of opportunity costs: A normative account of cognitive fatigue and boredom. Psychological Review, 129(3), 564. https://doi.org/10.1037/rev0000309.


2020

Webb TW, Dulberg Z, Frankland SM, Petrov AA, O’Reilly RC, & Cohen JD (2020). Learning representations that support extrapolation. ICML 2020: Proceedings of the 37th International Conference on Machine Learning, PMLR 119, 2020. https://arxiv.org/abs/2007.05059.

Segert S, Tepper M, Turek J & Cohen JD (2020). Relaxed graph matching for analogical reasoning. ICLR 2020: Proceedings of the International Conference on Learning Representations, Workshop on Bridging AI and Cognitive Science. https://baicsworkshop.github.io/pdf/BAICS_4.pdf.

Mosleh M, Kyker K, Cohen JD & Rand DG (2020). Globalization and the Rise and Fall of Cognitive Control. Nature Communications, 11, 3099. https://doi.org/10.1038/s41467-020-16850-0.

Ho MK, Abel D, Cohen JD, Littman ML & Griffiths TL (2020). The Efficiency of human cognition reflects planned information processing. In Proceedings of the 34th AAAI Conference on Artificial Intelligence. https://arxiv.org/abs/2002.05769.

Frankland SM & Cohen JD (2020). Determinantal point processes for memory and structured inference. CogSci 2020: Proceedings of the Annual Meeting of the Cognitive Science Society.

Ellis CT, Baldassano C, Schapiro A, Cai MB, & Cohen JD (2020). Facilitating open-science with realistic fMRI simulation: Validation and application. PeerJ, 8, e8564. https://doi.org/10.7717/peerj/8564.

Cohen JD, Ericson KM, Laibson D & White JM (2020). Measuring Time Preferences. Journal of Economic Literature, 58(2), 299-347. https://doi.org/10.1257/jel.20191074.

Rosendahl M, Bizyaeva A & Cohen, JD (2020). A novel quantum approach to the dynamics of decision making. CogSci 2020: Proceedings of the Annual Meeting of the Cognitive Science Society.


2019

Wilson RC, Shenhav A, Straccia M & Cohen JD (2019). The eighty-five percent rule for optimal learning. Nature Communications, 10:4646. https://www.biorxiv.org/content/10.1101/255182v1.

Spitzer M, Musslick S, Shvartsman M, Shenhav A & Cohen JD (2019). Asymmetric switch costs as a function of task strength. CogSci 2019: Proceedings of the Annual Meeting of the Cognitive Science Society.

Poldrack R, Feingold F, Frank M, Gleeson P, de Hollander G, Huys QJM, Love B, Markiewicz C, Moran, R, Ritter P, Turner B, Yarkoni T, Zhan M and Cohen JD (2019). The importance of standards for sharing computational models and data. Computational Brain & Behavior, 2, 229–232.

Musslick S, Cohen JD & Shenhav A (2019). Decomposing individual differences in cognitive control: A model-based approach. CogSci 2019: Proceedings of the Annual Meeting of the Cognitive Science Society.

Musslick S & Cohen JD (2019). A mechanistic account of constraints on control-dependent processing: Shared representation, conflict and persistence. CogSci 2019: Proceedings of the Annual Meeting of the Cognitive Science Society.

Musslick S, Bizyaeva A, Aragon S, Leonard N & Cohen JD (2019). Stability-flexibility dilemma in cognitive control: A dynamical system perspective. CogSci 2019: Proceedings of the Annual Meeting of the Cognitive Science Society.

Kane GA, Bornstein AM, Shenhav A, Wilson RC, Daw ND & Cohen JD (2019). Rats exhibit similar biases in foraging and intertemporal choice tasks. eLife, 8:e48429. https:// www.biorxiv.org/content/10.1101/497321v1.

Hoskin AN, Bornstein AM, Norman KA & Cohen JD (2019). Refresh my memory: Episodic memory reinstatements intrude on working memory maintenance. Cognitive, Affective, & Behavioral Neuroscience, 19:338–354 (https://doi.org/10.3758/s13415-018-00674-z).

Frankland SM, Webb TW, Petrov AA, O’Reilly RC and Cohen JD (2019). Extracting and utilizing abstract, structured representations for analogy. CogSci 2019: Proceedings of the Annual Meeting of the Cognitive Science Society.

Ellis CT, Lesnick M, Henselman-Petrusek G, Keller B & Cohen JD (2019). Feasibililty of topological data analysis for event-based fMRI. Network Neuroscience, 1-12.


2018

Shenhav, A., Straccia, M. A., Musslick, S., Cohen, J. D., & Botvinick, M. M. (2018). Dissociable neural mechanisms track evidence accumulation for selection of attention versus action. Nature Communications, 9(1), 2485.

Sagiv Y, Musslick S, Niv Y & Cohen JD (2018). Efficiency of learning vs. processing: Towards a normative theory of multitasking. CogSci 2018: Proceedings of the Annual Meeting of the Cognitive Science Society.

Musslick S, Jang SJ, Shvartsman M, Shenhav A & Cohen JD (2018). Constraints associated with cognitive control and the stability-flexibility dilemma. CogSci 2018: Proceedings of the Annual Meeting of the Cognitive Science Society.

Musslick S, Cohen JD & Shenhav A (2018). Estimating the costs of cognitive control from task performance: Theoretical validation and potential pitfalls. CogSci 2018: Proceedings of the Annual Meeting of the Cognitive Science Society.

Iordan MC, Ellis CT, Lesnick M, Osherson DN & Cohen JD (2018). Feature ratings and empirical dimension-specific similarity explain distinct aspects of semantic similarity judgments. CogSci 2018: Proceedings of the Annual Meeting of the Cognitive Science Society.


2017

Tomlin D, Nedic A, Prentice DA, Holmes P & Cohen JD (2017). The integration of social influence and reward: Computational approaches and neural evidence. Cognitive, Affective and Behavioral Neuroscience, 17(4), 784–808.

Srivastava V, Feng SF, Cohen JD, Leonard AE & Shenhav A (2017). A Martingale Analysis of First Passage Times of Time-Independent Wiener Diffusion Models. Journal of Mathematical Psychology, 77, 94-110.

Shenhav A, Musslick S, Lieder F, Kool W, Griffiths TL, Cohen JD & Botvinick MM (2017). Toward a rational and mechanistic account of mental effort. Annual Review of Neuroscience, 40, 99-124.

Rand DG, Tomlin D, Bear A, Ludvig E & Cohen JD (2017). Cyclical population dynamics of automatic versus controlled processing: An evolutionary pendulum. Psychological Review, 124(5), 626.

Ozcimder K, Dey B, Musslick S, Petri G, Ahmed N, Willke TL & Cohen JD (2017). A formal approach to modeling the cost of cognitive control. CogSci 2017: Proceedings of the Annual Meeting of the Cognitive Science Society.

Musslick S, Saxe AM, Ozcimder K, Dey B, Henselman G & Cohen JD (2017). Multitasking capability versus learning efficiency in neural network architectures.CogSci 2017: Proceedings of the Annual Meeting of the Cognitive Science Society.

Krueger PM, van Vugt MK, Simen P, Nystrom L, Holmes P & Cohen JD (2017). Evidence accumulation detected in BOLD signal using slow perceptual decision making. Journal of Neuroscience Methods, 281, 1–12.

Krueger PM, Wilson RC & Cohen JD (2017). Strategies for exploration in the domain of losses. Judgment and Decision Making, 12(2), 104–117.

Kane GA, Vazey EM, Wilson RC, Shenhav A, Daw ND, Aston-Jones G & Cohen JD (2017). Increased locus coeruleus tonic activity causes disengagement from a patch foraging task. Cognitive, Affective and Behavior Neuroscience, 17(6), 1073-83.

Kane G, Bornstein A, Daw ND, Cohen JD, Wilson RC & Shenhav A (2017). Mechanisms of overharvesting in patch foraging. CogSci 2017: Proceedings of the Annual Meeting of the Cognitive Science Society.

Cohen JD, Daw N, Engelhardt B, Hasson U, Li K, Niv Y, Norman KA, Pillow J, Ramadge P, Turk-Browne NB, & Willke TL (2017). Computational Approaches to fMRI Analysis. Nature Neuroscience, 20(3), 304-313.

Bejjanki VR, daSilveira RA, Cohen JD & Turk-Browne NB (2017). Noise correlations in the human brain and their impact on pattern classification. PLoS computational biology, 13(8), e1005674.

Ballard IC, Kim B, Liatsis A, Aydogan G, Cohen JD, & McClure SM (2017). More is meaningful: the magnitude effect in intertemporal choice depends on self-control. Psychological Science. 2017 Aug 1:0956797617711455.

Alon N, Reichman D, Shinkar I, Wagner T, Musslick S, Cohen JD, Griffiths T, Dey B & Ozcimder K (2017). A graph-theoretic approach to multitasking. In Advances in Neural Information Processing Systems, 30, 2097-2106.


2016

Warren C, Eldar E, Van den Brink R, Tona K-D, van der Wee N, Giltay E, van Noorden M, Bosch J, Wilson R, Cohen JD & Nieuwenhuis S (2016). Catecholamine-mediated increases in gain enhance the precision of cortical representations." Journal of Neuroscience, 36(21), 5699 –5708.

Shenhav S, Straccia MA, Botvinick MM & Cohen JD (2016). Dorsal anterior cingulate and ventromedial prefrontal cortex have inverse roles in both foraging and economic choice. Cognitive, Affective and Behavioral Neuroscience, 16(6), 1127-1139.

Shenhav A, Cohen JD & Botvinick MM (2016). Dorsal Anterior Cingulate Cortex and the Expected Value of Control. Nature Neuroscience, 19, 1286–1291.

Musslick S, Dey B, Ozcimder K, Patwary MMA, Willke TL & Cohen JD (2016). Controlled vs. automatic processing: A graphic-theoretic approach to the analysis of serial vs. parallel processing in Neural Network Architectures. CogSci 2016: Proceedings of the Annual Meeting of the Cognitive Science Society.

Lewis-Peacock JA, Cohen JD & Norman KA (2016). Neural evidence of the strategic choice between working memory and episodic memory in prospective remembering. Neuropsychologia, 93, 280-288.

Geana A, Wilson RC, Daw N & Cohen JD (2016). Information-Seeking, Learning and the Marginal Value Theorem: A Normative Approach to Adaptive Exploration. CogSci 2016: Proceedings of the Annual Meeting of the Cognitive Science Society.

Geana A, Wilson RC, Daw N & Cohen JD (2016). Boredom, Information-Seeking and Exploration. CogSci 2016: Proceedings of the Annual Meeting of the Cognitive Science Society.

Eldar, Eran, Yael Niv, and Jonathan D. Cohen. "Do you see the forest or the tree? Neural gain and breadth versus focus in perceptual processing." Psychological Science 27.12 (2016): 1632-1643.


2015

Wang Y, Li K, Cohen JD & Turk-Browne NB (2015). Full correlation matrix analysis (FCMA): An unbiased method for task-related functional connectivity. Journal of Neuroscience Methods, 251, 108-119.

Toupo DF, Strogatz SH, Cohen JD & Rand DG (2015). Evolutionary game dynamics of controlled and automatic decision-making. Chaos: An Interdisciplinary Journal of Nonlinear Science, 25(7), 073120.

Tomlin D, Rand DG, Ludvig EA & Cohen JD (2015). The evolution and devolution of cognitive control: The costs of deliberation in a competitive world. Scientific Reports 5(11002). doi:10.1038/srep11002.

Shvartsman M, Srivastava V & Cohen JD (2015). A theory of decision making under dynamically changing context. In Cortes C, Lawrence ND, Lee DD, Sugiyama M, & Garnett R, Proceedings of Advances in Neural Information Processing Systems, 28.

Schnyer DM, Beevers CG, deBettencourt MT, Sherman SM, Cohen JD, Norman KA & TurkBrowne NB (2015). Neurocognitive therapeutics: From concept to application in the treatment of negative attention bias. The Biology of Mood & Anxiety, 5, 1-4.

Field BA, Buck CL, McClure SM, Nystrom LE, Kahneman D & Cohen JD (2015). Attentional modulation of brain responses to primary appetitive and aversive stimuli. PLoS ONE, 10(7), e0130880.

Ericson KM, White JM, Laibson D & Cohen JD (2015). Money earlier or later? Simple heuristics explain intertemporal choices about money better than delay discounting. Psychological Science, 26(6), 826-833.

deBettencourt MT, Cohen JD, Lee RF, Norman KA & Turk-Browne NB (2015). Closed-loop training of attention with real-time brain imaging. Nature Neuroscience, 18(3), 470-474. 


2014

Wilson RC, Geana A, White JM, Ludvig EA & Cohen JD (2014). Humans use directed and random exploration to solve the explore-exploit dilemma. Journal of Experimental Psychology: General, 143(6), 2074.

van Vugt MK, Simen P, Nystrom LE, Holmes PJ & Cohen JD (2014). Lateralized readiness potentials reveal properties of a neural mechanism for implementing a decision threshold. PLOS ONE, 9(3): e90943.

Shenhav A, Straccia MA, Cohen JD & Botvinick MM (2014). Anterior cingulate engagement in a foraging context reflects choice difficulty rather than foraging value. Nature Neuroscience, 17, 1249-1254.

Feng SF, Schwemmer M, Gershman SJ & Cohen JD (2014). Multitasking vs. multiplexing: Toward a normative account of limitations in the simultaneous execution of control-demanding behaviors. Cognitive, Affective and Behavioral Neuroscience, 14(1), 129-146.

Cohen JD & Holmes P (2014). Optimality and some of its discontents: Successes and shortcomings of existing models of binary decisions. Topics in Cognitive Science, 6, 258-278.

Botvinick MM & Cohen JD (2014). The computational and neural basis of cognitive control: Charted territory and new frontiers. Cognitive Science, 38, 1249-1285.


2013

Tomlin D, Nedic A, Prentice DA, Holmes P & Cohen JD (2013). The neural substrates of social influence on decision making. PLOS ONE, 8(1): e52630.

Todd MT, Nystrom LE & Cohen JD (2013). Confounds in multivariate pattern analysis: Theory and rule representation case study. Neuroimage, 77, 157-165.

Shenhav A, Botvinick MM & Cohen JD (2013). The expected value of control: An integrative theory of anterior cingulate cortex function. Neuron, 79, 217-240.

Richard AE, Carter CS, Cohen JD &Cho RY (2013). Persistence, diagnostic specificity and genetic liability for context-processing deficits in schizophrenia. Schizophrenia Research, 147(1), 75-80.

Kriete T, Noelle DC, Cohen JD & O’Reilly RC (2013). Indirection and symbol-like processing in the prefrontal cortex and basal ganglia. Proceedings of the National Academy of Sciences, USA, 110(41), 16390-16395.

Eppinger B, Schuck NW, Nystrom LE, & Cohen JD (2013). Reduced striatal responses to reward prediction errors in older compared to younger adults. Journal of Neuroscience, 33(24), 9905-9912.

Eppinger B, Nystrom LE & Cohen JD (2013). Reduced sensitivity to immediate reward during decision-making in older than younger adults. PLOS ONE, 7(5): e36953.

Eldar E, Cohen JD & Niv Y (2013). The effects of neural gain on attention and learning. Nature Neuroscience, 16, 1146-1153.


2012

van Vugt MK, Simen P, Nystrom LE, Holmes P & Cohen JD (2012). EEG oscillations reveal neural correlates of evidence accumulation. Frontiers in Decision Neuroscience, 6, 106.

Reynolds JR, O’Reilly RC, Cohen JD & Braver TS (2012). The function and organization of lateral prefrontal cortex: A test of competing hypotheses. PLOS ONE, 7(2): e30284.

Nedic A, Tomlin D, Holmes P, Prentice DA & Cohen JD (2012). A decision task in a social context: Human experiments, models, and analyses of behavioral data. Proceedings of the IEEE, 100(3), 713-733.

D’Ardenne K, Eshel N, Luka J, Lenartowicz A, Nystrom LE & Cohen JD (2012). The role of prefrontal cortex and the midbrain dopamine system in working memory updating. Proceedings of the National Academy of Sciences, USA, 109(49).


2011

Simen P, Balci F, DeSouza L, Cohen JD & Holmes P (2011). A model of interval timing by neural integration. Journal of Neuroscience, 31, 9238-9253.

Lenartowicz A, Yeung N & Cohen JD (2011). No-go trials can modulate switch cost by interfering with effects of task preparation. Psychological Research, 75, 66-76.

Forster, S.E., Carter, C. S., Cohen, J.D., Cho, R.Y. (2011). Parametric manipulation of the conflict signal and control-state adaptation. Journal of Cognitive Neuroscience, 23(4), 923-935.

Carter CS, Barch DM, Bullmore E, Breiling J, Buchanan RW, Butler P, Cohen JD, Geyer M, Gollub R, Green MF, Jaeger J, Krystal JH, Moore H, Nuechterlein K, Robbins T, Silverstein S, Smith EE, Strauss M & Wykes T (2011). Cognitive Neuroscience Treatment Research to Improve Cognition in Schizophrenia II: Developing imaging biomarkers to enhance treatment development for schizophrenia and related disorders. Biological Psychiatry, 70(1): 7-12.

Balci F, Simen P, Niyogi R, Saxe A, Hughes JA, Holmes P & Cohen JD (2011). Acquisition of decision making criteria: Reward rate ultimately beats accuracy. Attention, Perception, & Psychophysics, 73:640-657.

Balci F, Freestone D, Simen P, deSouza L, Cohen JD & Holmes P (2011). Optimal temporal risk assessment. Frontiers in Integrative Neuroscience, 5(56), 1-15.


2010

Wong-Lin KF, Eckhoff P, Holmes P & Cohen JD (2010). Optimal performance in a countermanding saccade task. Brain Research, 1318, 178-187.

Schurger A, Pereira F, Treisman A & Cohen JD (2010). Reproducibility distinguishes conscious from non-conscious neural representations. Science, 327(5961), 97-9.

Lenartowicz A, Escobedo-Quiroz R & Cohen JD (2010). Updating of context in working memory: An event related potential study. Cognitive, Affective and Behavioral Neuroscience, 10(2), 298-315.

Gilzenrat MS, Nieuwenhuis S & Cohen JD (2010). Pupil Diameter Tracks Changes in Control State Predicted by the Adaptive Gain Theory of Locus Coeruleus Function. Cognitive, Affective and Behavioral Neuroscience, 10(2), 252-269.

Gershman SJ, Cohen JD & Niv Y (2010). Learning to selectively attend. CogSci 2010: Proceedings of the 32nd Annual Meeting of the Cognitive Science Society.

Bogacz R, Hu PT, Holmes P & Cohen JD (2010). Do humans produce the speed-accuracy tradeoff that maximizes reward rate? Quarterly Journal of Experimental Psychology, 63(5), 863-891.


2009

Yu AJ, Dayan P & Cohen JD (2009). Dynamics of attentional selection under conflict: Toward a rational Bayesian account. Journal of Experimental Psychology: Human Perception and Performance, 35(3), 700-17.

Simen P, Contreras-Ros D, Buck C, Hu P, Holmes P & Cohen JD (2009). Reward rate optimization in two-alternative decision making: Empirical tests of theoretical predictions. Journal of Experimental Psychology: Human Perception and Performance, 35:1865-1897.

Simen P & Cohen JD (2009). Explicit melioration by a neural diffusion model. Brain Research, 1299, 95-117.

Gao J, Wong-Lin KF, Holmes P, Simen P & Cohen JD (2009). Sequential effects in two-choice reaction time tasks: Decomposition and synthesis of mechanisms. Neural Computation, 21, 2407-2436.

Daubechies I, Roussos E, Takerkart S, Benharrosh M, Golden C, D’Ardenne K, Richter W, Cohen JD & Haxby J (2009). Independent component analysis for brain fMRI does NOT select for independence. Proceedings of the National Academy of Sciences, USA, 106, 10415-10422.

Cho RY, Orr JM, Cohen JD & Carter CS (2009). Generalized signaling for control: Evidence from post-conflict and post-error performance adjustments. Journal of Experimental Psychology: Human Perception and Performance, 35, 1161-1177.

Barch DM, Carter CS, Arnsten A, Buchanan RW, Cohen JD, Geyer M, Green MF, Krystal JH, Nuechterlein K, Robbins T, Silverstein S, Smith EE, Strauss M, Wykes T, & Heinssen R. (2009). Selecting paradigms from cognitive neuroscience for translation into use in clinical trials: Proceedings of the third CNTRICS meeting. Schizophrenia Bulletin, 35, 109-14.


2008

Carter CS, Barch DM, Buchanan RW, Bullmore E, Krystal JH, Cohen JD, Geyer M, Green MF, Nuechterlein KH, Robbins T, Silverstein S, Smith EE, Strauss M & Wykes T & Heinssen R (2008). Identifying cognitive mechanisms targeted for treatment development in schizophrenia: An overview of the first meeting of the Cognitive Neuroscience Treatment Research to Improve Cognition in Schizophrenia (CNTRICS) initiative. Biological Psychiatry, 64(1): 4-10.

van den Bos W, Li J, Lau T, Maskin E, Cohen JD, Montague PR & McClure SM (2008). The value of victory: social origins of the winner’s curse in common value auctions. Judgment and Decision Making, 3 (7), 483–492.

Yu A & Cohen JD (2008). Sequential effects: Superstition or rational behavior? Advances in Neural Information Processing Systems, Vol. 20. Cambridge, MA: MIT Press.

Todd M, Niv Y & Cohen JD (2008). Learning to use working memory in partially observable environments through dopaminergic reinforcement. Advances in Neural Information Processing Systems, Vol. 20. Cambridge, MA: MIT Press.

Shea-Brown ET, Gilzenrat MS, & Cohen JD (2008). Optimization of decision making in multilayer networks: The role of Locus Coeruleus. Neural Computation, 20, 2863-2894.

Schurger A, Cowey A, Cohen JD, Treisman A & Tallon-Baudry C (2008). Distinct and independent correlates of attention and awareness in a hemianopic patient. Neuropsychologia.

Pochon J-P, Riis J, Sanfey A, Nystrom L, Cohen JD (2008). Functional imaging of decision conflict. Journal of Neuroscience, 28(13), 3468-73.

Nuechterlein KH, Green MF, Kern RS, Baade LE, Barch D, Cohen JD, Essock S, Fenton WS, Frese FJ, Gold JM, Goldberg T, Heaton R, Keefe RSE, Kraemer H, Mesholam-Gately R, Seidman LJ, Stover E, Weinberger D, Young AS, Zalcman S & Marder SR (2008). The MATRICS Consensus Cognitive Battery: Part 1. Test selection, reliability, and validity. American Journal of Psychiatry, 165(2), 203-13.

Loewenstein G, Rick S and Cohen JD (2008). Neuroeconomics. Annual Review of Psychology, 59, 18.1-18.26.

Liu Y, Holmes P & Cohen JD (2008). A neural network model of the Eriksen task: Reduction, analysis, and data fitting. Neural Computation, 20(2), 345-73.

Kroger JK, Nystrom LE, Cohen JD, & Johnson-Laird PN (2008). Distinct neural substrates for deductive and mathematical processing. Brain Research, 1243, 83-103.

Greene JD, Morelli SA, Lowenberg K, Nystrom LE & Cohen JD (2008). Cognitive load selectively interferes with utilitarian moral judgment. Cognition, 107, 1144-54.

Greene JD, Cushman FA, Stewart LE, Lowenberg K, Nystrom LE & Cohen JD. (2008). Pushing moral buttons: The interaction between personal force and intention in moral judgment. Cognition, 111, 364-371.

Fales CL, Barch DM, Rundle MM, Mintun MA, Snyder AX, Cohen JD, Mathews J & Sheline YI (2008). Altered emotional interference processing in affective and cognitive-control brain circuitry in major depression. Biological Psychiatry, 63(4), 377-384.

D’Ardenne K, McClure SM, Nystrom LE & Cohen JD (2008). BOLD responses reflecting dopaminergic signals in the human ventral tegmental area. Science, 319(5867), 1264-7.


2007

Yeung N, Bogacz R, Holroyd CB, Nieuwenhuis S & Cohen JD (2007). Theta phase resetting and the error-related negativity. Psychophysiology, 44, 39–49.

van den Bos W, McClure SM, Harris LT, Fiske ST & Cohen JD (2007). Dissociating affective evaluation and social cognitive processes in the ventral medial prefrontal cortex. Cognitive, Affective and Behavioral Neuroscience, 7(4), 337-46.

McClure SM, Ericson KM, Laibson DI, Loewenstein G, & Cohen JD (2007). Time discounting for primary rewards. Journal of Neuroscience, 27(21), 5796-5804.

Harris LT, McClure SM, van den Bos W, Cohen JD & Fiske ST (2007). Regions of MPFC differentially tuned to social and non-social affective evaluation. Cognitive, Affective and Behavioral Neuroscience, 7(4), 309-16.

Cohen JD, McClure SM & Yu AJ (2007). Should I stay or should I go? How the human brain manages the tradeoff between exploitation and exploration. Philosophical Transactions of the Royal Society of London Series B (Biological Sciences), 362 (1481): 933-42.

Bogacz R, McClure SM, Li J, Cohen JD & Montague PR (2007). Short-term memory traces for action bias in human reinforcement learning. Brain Research, 1153, 111-21.


2006

Yeung N, Nystrom LE, Aronson JA & Cohen JD (2006). Between-task competition and cognitive control in task switching. Journal of Neuroscience, 26(5), 1429-1438.

Yeung N & Cohen JD (2006). The impact of cognitive deficits on conflict monitoring: Predictable dissociations between the ERN and N2. Psychological Science, 17(2), 164-171.

Simen P, Cohen JD & Holmes P (2006). Rapid decision threshold modulation by reward rate in a neural network. Neural Networks, 19, 1013-26.

Sanfey AG, Loewenstein G, McClure SM & Cohen JD (2006). Neuroeconomics: crosscurrents in research on decision-making. Trends in Cognitive Sciences, 10(3), 108-16.

Pizzagalli DA, Peccoralo LA, Davidson RJ & Cohen D (2006). Resting anterior cingulate activity and abnormal responses to errors in subjects with elevated depressive symptoms: A 128-channel EEG study. Human Brain Mapping, 27, 185-201.

Nitschke JB, Dixon GE, Sarinopoulos I, Short SJ, Cohen JD, Smith EE, Kosslyn SM, Rose RM & Davidson RJ (2006). Altering expectancy dampens neural response to aversive taste in primary taste cortex. Nature Neuroscience, 9(3), 435-42.

Montague PR, King-Casas B & Cohen JD (2006). Imaging valuation models in human choice. Annual Review of Neuroscience, 29, 417-48.

Bogacz R, Brown ET, Moehlis J, Holmes P & Cohen JD (2006). The physics of optimal decision making: A formal analysis of models of performance in two-alternative forced choice tasks. Psychological Review, 113(4), 700-765.

Bishop SJ, Cohen JD, Fossella J, Casey BJ & Farah MJ (2006). COMT genotype influences prefrontal response to emotional distraction. Cognitive, Affective and Behavioral Neuroscience, 6(1), 62-70.


2005

Yeung N, Holroyd CB & Cohen JD (2005). ERP correlates of feedback and reward processing in the presence and absence of response choice. Cerebral Cortex, 15, 535-544.

Rougier NP, Noelle DC, Braver TS, Cohen JD & O’Reilly RC (2005). Prefrontal cortex and the flexibility of cognitive control: Rules without symbols. Proceedings of the National Academy of Sciences, USA., 102(20):7338-7343.

Polyn SM, Natu VS, Cohen JD and Norman KA (2005). Category-specific cortical activity precedes retrieval during memory search. Science, 310(5756), 1963-6.

Nieuwenhuis S, Gilzenrat MS, Holmes BD, Cohen JD (2005). The role of the locus coeruleus in mediating the attentional blink: A neurocomputational theory. Journal of Experimental Psychology: General, 134, 291-307.

Nieuwenhuis S, Aston-Jones G & Cohen JD (2005). Decision making, the P3, and the locus coeruleus-norepinephrine system. Psychological Bulletin, 131(4), 510–532.

McClure S, Gilzenrat M and Cohen J (2005). An exploration-exploitation model based on norepinephrine and dopamine activity. Advances in Neural Information Processing Systems, Vol. 18. Cambridge, MA: MIT Press.

MacDonald III A, Carter CS, Kerns J, Ursu S, Barch DM, Holmes A, Stenger VA & Cohen JD (2005). Specificity of prefrontal dysfunction and context processing deficits to schizophrenia in a never medicated first-episode psychotic sample. American Journal of Psychiatry, 162:475–484.

Kerns JG, Cohen JD, MacDonald AW, 3rd, Johnson MK, Stenger VA, Aizenstein H & Carter CS (2005). Decreased conflict- and error-related activity in the anterior cingulate cortex in subjects with schizophrenia. American Journal of Psychiatry, 162(10), 1833-9.

Holroyd CB, Yeung N, Coles MGH & Cohen JD (2005). A mechanism for error detection in speeded response time tasks. Journal of Experimental Psychology: General, 134(2): 163– 191.

Holmes P, Brown E, Moehlis J, Bogacz R, Gao J, Aston-Jones G, Clayton E, Rajkowski J & Cohen JD (2005). Optimal decisions: From neural spikes, through stochastic differential equations, to behavior. IEICE Transactions on Fundamentals of Electronics, Communications and Computer Science, 88 (10), 2496-2503.

Cohen, JD (2005). The vulcanization of the human brain: A neural perspective on interactions between cognition and emotion. Journal of Economic Perspectives, 19, 3-24. 

Brown ET, Gao J, Holmes P, Bogacz R, Gilzenrat M & Cohen JD (2005). Simple neural networks that optimize decisions. International Journal of Bifurcation & Chaos, 15(3): 803-826.

Aston-Jones G & Cohen JD (2005). Adaptive gain and the role of the locus coeruleus-norepinephrine system in optimal performance. Journal of Comparative Neurology. 493: 999-110.

Aston-Jones G & Cohen JD (2005). An integrative theory of locus coeruleus-norepinephrine function: Adaptive gain and optimal performance. Annual Review of Neuroscience, 28, 403-450.


2004

Yeung N, Botvinick MM & Cohen JD (2004). The neural basis of error detection: conflict monitoring and the error-related negativity. Psychological Review, 111(4), 931-959.

Yeung N, Bogacz R, Holroyd C & Cohen JD (2004). Detection of synchronized oscillations in the electroencephalogram: An evaluation of methods. Psychophysiology, 41, 822-832.

Wager TD, Rilling JK, Smith EE, Sokolik A, Casey KL, Davidson RJ, Kosslyn SK, Rose RM & Cohen JD (2004). Placebo-induced changes in fMRI in the anticipation and experience of pain. Science, 303, 1162-1167. Reprinted in Pursuing the Placebo: Landmark Studies, Miller FG, Kaptchuk TJ, Colloca L & Crouch RA (Eds.), Johns Hopkins University Press, 2012.

Rilling JK, Sanfey AG, Aronson JA, Nystrom LE & Cohen JD (2004). Opposing BOLD responses to reciprocated and unreciprocated altruism in putative reward pathways. Neuroreport, 15(16), 2539-2243.

Rilling JK, Sanfey AG, Aronson JA, Nystrom LE & Cohen JD (2004). The neural correlates of theory of mind within interpersonal interactions. Neuroimage 22(4), 1694-703.

Nieuwenhuis S, Yeung N, Holroyd CB, Schurger A & Cohen JD (2004). Sensitivity of electrophysiological activity from mediatesl frontal cortex to utilitarian and performance feedback. Cerebral Cortex, 14, 741-747.

Nieuwenhuis S, Yeung N & Cohen JD (2004). Stimulus modality, perceptual overlap, and the Go/NoGo N2. Psychophysiology, 41, 157-160.

Montague PR, Hyman SE & Cohen JD (2004). Computational roles for dopamine in behavioural control. Nature, 431(7010), 760-767.

McClure SM, Laibson DI, Loewenstein G & Cohen JD (2004). Separate neural systems value immediate and delayed monetary rewards. Science, 306, 503-507. Reprinted in Recent Developments in Economic Psychology, Maital S (Ed.), Cheltenham, UK: Edward Elgar Publishing Ltd., 2006; and in New Developments in Experimental Economics, Carbone E and Starmer C (eds.), Cheltenham, UK: Edward Elgar Publishing Ltd., 2007.

Kerns JG, Cohen JD, Stenger VA & Carter CS (2004). Prefrontal cortex guides contextappropriate responding during language production. Neuron, 43(2), 283-91.

Kerns JG, Cohen JD, MacDonald III AW, Cho RY, Stenger VA & Carter CS (2004). Anterior cingulate conflict monitoring and adjustments in control. Science, 303. 1023-1026.

Holroyd CB, Yeung N, Nieuwenhuis S, Nystrom LE, Coles MGH & Cohen JD (2004). Dorsal anterior cingulate cortex shows fMRI response to internal and external error signals. Nature Neuroscience, 7(5), 497-498.

Holroyd CB, Larsen JT & Cohen JD (2004). Context dependence of the event-related brain potential associated with reward and punishment. Psychophysiology 41(2), 245-53.

Greene JDC, Nystrom LE, Engell AD, Darley JM & Cohen JD (2004). The neural bases of cognitive conflict and control in moral judgment. Neuron, 44(2), 389-400.

Greene JDC & Cohen JD (2004). For the law, neuroscience changes nothing and everything. Philosophical Transactions of the Royal Society of London Series B, 359(1451), 1775-85. Reprinted in Neuroethics: An Introduction with Readings (Basic Bioethics), Farah M (Ed.), Cambridge, MA: MIT Press, 2010; and in Oxford Handbook of Neuroethics, Illes J & Sahakian BJ (Eds.), Oxford: Oxford University Press, 2011.

Green MF, Nuechterlein KH, Gold JM, Barch DM, Cohen JD, Essock S, Fenton WS, Frese F, Goldberg TE, Heaton RK, Keefe RSE, Kern RS, Kraemer H, Stover E, Weinberger DR, Zalcman S, Marder SR (2004). Approaching a consensus cognitive battery for clinical trials in schizophrenia: The NIMH-MATRICS conference to select cognitive domains and test criteria. Biological Psychiatry, 56(5), 301-7.

Clayton EC, Rajkowski J, Cohen JD & Aston-Jones G (2004). Phasic activation of monkey locus coeruleus neurons by simple decisions in a forced choice task. Journal of Neuroscience, 24(45).

Botvinick MM, Cohen JD & Carter CS (2004). Conflict monitoring and anterior cingulate cortex: An update. Trends in Cognitive Sciences, 8(12), 539-546.

Bogacz R & Cohen JD (2004). Parameterization of connectionist models. Behavioral Research Methods, Instruments & Computers, 36(4), 732-741.


2003

Sanfey AG, Rilling JK, Aronson JA, Nystrom LE & Cohen JD (2003). The neural basis of economic decision-making in the ultimatum game. Science, 300, 1755-1757.

Perlstein WM, Dixit NK, Carter CS, Noll DC & Cohen JD (2003). Prefrontal cortex dysfunction mediates deficits in working memory and prepotent responding in schizophrenia. Biological Psychiatry, 53(1), 25-38.

Holroyd CB, Nieuwenhuis S, Yeung N & Cohen JD (2003). Errors in reward prediction are reflected in the event-related brain potential. NeuroReport, 14(18), 2481-2484.

Condray R, Siegle GJ, Cohen JD, van Kammen DP & Steinhauer SR (2003). Automatic activation of the semantic network in schizophrenia: N400 elicited by a brief inter-stimulus interval. Biological Psychiatry, 54(11): 1134-48.

Barch, DM, Carter CS, MacDonald A, Braver TS & Cohen JD (2003). Context processing deficits in schizophrenia: Diagnostic specificity, longitudinal course, and relationships to clinical symptoms. Journal of Abnormal Psychology, 112, 132-143.


2002

O’Reilly RC, Noelle DC, Braver TS & Cohen JD (2002). Prefrontal cortex in dynamic categorization tasks: Representational organization and neuromodulatory control. Cerebral Cortex, 12, 246-257.

Montague PR, Berns GS, Cohen JD, McClure SM, Pagnoni G, Dhamala M, Wiest MC, Karpov I, King RD, Apple N & Fisher RE (2002) Hyperscanning: Simultaneous fMRI during linked social interactions. NeuroImage, 16(4), 1159-64.

Jones AD, Cho R, Nystrom LE, Cohen JD & Braver TS (2002). A computational model of anterior cingulate function in speeded response tasks: Effects of frequency, sequence and conflict. Cognitive, Affective and Behavioral Neuroscience, 2(4), 300-317.

Graziano M, Cohen JD & Botvinick MM (2002). How the brain represents the body. In Prinz W and Hommel B (Eds.), Attention and Performance XIX: Common Mechanisms in Perception and Action. Oxford, UK: Oxford University Press, pp. 136-157.

Gilzenrat MS, Holmes BD, Rajkowski J, Aston-Jones G & Cohen JD (2002). Simplified dynamics in a model of noradrenergic modulation of cognitive performance. Neural Networks, 15, 647-663.

Fissell K, Tseytlin E, Cunningham D, Karthickeyan I, Carter CS, Schneider W & Cohen JD (2002). Fiswidgets: A graphical computing environment for neuroimaging analysis. Neuroinformatics, 1, 111-125.

Davidson RJ, Lewis DA, Alloy L, Amaral D, Bush G, Cohen JD, Drevets W, Farah M, Kagan J, McClelland JL, Nolen-Hoeksema S & Peterson B (2002). Neural and behavioral substrates of mood and mood regulation. Biological Psychiatry, 52(6), 478-502.

Cohen JD, Braver TS & Brown JW (2002). Computational perspectives on dopamine function in prefrontal cortex. Current Opinion in Neurobiology, 12, 223–229.

Cho RY, Nystrom LE, Brown E, Jones AD, Braver TS, Holmes P,& Cohen JD (2002). Mechanisms underlying performance dependencies on stimulus history in a two-alternative forced choice task. Cognitive, Affective and Behavioral Neuroscience, 2(4), 283-299.


2001

Miller EK & Cohen JD (2001). An integrative theory of prefrontal cortex function. Annual Review of Neuroscience. 24:167-202.

Usher M, Haarmann H, Cohen JD & Horn D (2001). Neural mechanism for the magical number 4: competitive interactions and non-linear oscillations. Behavioral and Brain Sciences, 24, p. 151.

van Veen V, Cohen JD, Botvinick MM, Stenger VA & Carter CS (2001). Anterior cingulate cortex, conflict monitoring, and levels of processing. Neuroimage, 14, 1302–1308.

Organization of Human Brain Mapping, Governing Council (2001). Neuroimaging databases. Science, 292, 1673-1676.

Perlstein WM, Carter CS, Noll DC & Cohen JD (2001). Relation of prefrontal cortex dysfunction to working memory and symptoms in schizophrenia. American Journal of Psychiatry, 158, 1105-1113.

Greene JD, Sommerville RB, Nystrom LE, Darley JM & Cohen JD (2001). An fMRI investigation of emotional engagement in moral judgment. Science, 293, 2105-2108.

Braver TS & Cohen JD (2001). Working memory, cognitive control, and the prefrontal cortex: Computational and empirical studies. Cognitive Processing, 2, 25-55.

Braver TS, Barch DM, Keys BA, Carter CS, Cohen JD, Kaye JA, Janowsky JS, Taylor SF, Yesavage JA, Mumenthaler MS, Jagust WJ & Reed B (2001). Context processing in older adults: Evidence for a theory relating cognitive control to neurobiology in healthy aging. Journal of Experimental Psychology: General, 130, 746-763.

Botvinick, MM, Braver TS, Carter CS, Barch DM & Cohen JD (2001). Conflict monitoring and cognitive control. Psychological Review, 108(3) 624-652.

Barch DM, Carter CS, Braver TS, Sabb FW, MacDonald A, Noll DC & Cohen JD (2001). Selective deficits in prefrontal cortex function in medication-naïve patients with schizophrenia. Archives of General Psychiatry, 58, 280-8.


2000

Nystrom LE, Braver TS, Sabb FW, Delgado MR, Noll DC & Cohen JD (2000). Working memory for letters, shapes and locations: fMRI evidence against stimulus-based regional organization of human prefrontal cortex. Neuroimage, 11, 424-446.

MacDonald AW, Cohen JD, Stenger VA & Carter CS (2000). Dissociating the role of dorsolateral prefrontal cortex and anterior cingulate cortex in cognitive control. Science, 288, 1835-1837.

Carter CS, Macdonald AM, Botvinick M, Ross LL, Stenger VA, Noll D & Cohen JD (2000). Parsing executive processes: strategic vs. evaluative functions of the anterior cingulate cortex. Proceedings of the National Academy of Sciences, USA, 97(4), 1944-1948.

Braver TS & Cohen JD (2000). On the control of control: The role of dopamine in regulating prefrontal function and working memory. In Monsell S & Driver J (Eds.), Attention and Performance XVIII; Control of Cognitive Processes. Pp.713-737.


1999

Usher M, Cohen JD, Servan-Schreiber D, Rajkowski J & Aston-Jones G (1999). The role of locus coeruleus in the regulation of cognitive performance. Science, 283, 549-554.

Condray R, Steinhauer SR, Cohen JD, van Kammen DP & Kasparek A (1999). Modulation of language processing in schizophrenia: Effects of context and haloperidol on the event-related potential. Biological Psychiatry, 45(10), 1336-55.

Cohen JD, Barch DM, Carter CS & Servan-Schreiber D (1999). Context-processing deficits in schizophrenia: converging evidence from three theoretically motivated cognitive tasks Journal of Abnormal Psychology, 108, 120-133.

Braver TS, Barch DM & Cohen JD (1999). Cognition and control in schizophrenia: A computational model of dopamine and prefrontal function. Biological Psychiatry, 46 (3), 312-328.

Botvinick MM, Nystrom L, Fissell K, Carter CS & Cohen JD (1999). Conflict monitoring vs. selection-for-action in anterior cingulate cortex. Nature, 402(6758), 179-181.

Barch DM, Carter CS, Perlstein WM, Baird J, Cohen JD & Schooler N (1999). Increased Stroop facilitation effects in schizophrenia are not due to increased automatic spreading activation. Schizophrenia Research, 39(1), 51-64.

Barch DM, Carter CS, Hachten PC and Cohen JD (1999). The "benefits" of distractibility: The mechanisms underlying increased Stroop effects in schizophrenia. Schizophrenia Bulletin, 24(4), 749-762.

Barch DM, Carter CS, Braver TS, Sabb FW, Noll DC & Cohen JD. (1999). Overt verbal responding during fMRI scanning: Empirical investigations of problems and potential solutions. Neuroimage, 10(6), 642-657.

Aston-Jones G, Rajkowski J & Cohen J (1999). Role of locus coeruleus in attention and behavioral flexibility. Biological Psychiatry, 46, 1309-1320.


1998

Servan-Schreiber D, Perlstein WM, Cohen JD & Mintun M (1998). Selective pharmacological activation of limbic structures in human volunteers: A positron emission tomography study. The Journal of Neuropsychiatry and Clinical Psychiatry, 10, 148-159.

Servan-Schreiber D, Carter C, Bruno R & Cohen JD (1998). Dopamine and the mechanisms of cognition. Part II: D-Amphetamine effects in human subjects performing a selective attention task. Biological Psychiatry, 43, 723-729.

Servan-Schreiber D, Bruno R, Carter C & Cohen JD (1998). Dopamine and the mechanisms of cognition. Part I: A neural network model predicting dopamine effects on selective attention. Biological Psychiatry, 43, 713-722.

Cohen JD, Usher M & McClelland JL (1998). A PDP approach to set size effects within the Stroop task: Reply to Kanne, Balota, Spieler, and Faust (1998). Psychological Review, 105.

Casey, BJ, Cohen JD, O'Craven K, Davidson RJ, Irwin W, Nelson CA, Noll DC, Hu X, Lowe MJ, Rosen BR, Truwitt CL & Turski PA (1998). Reproducibility of fMRI results across four institutions using a spatial working memory task. Neuroimage 8(3), 249-61.

Carter CS, Perlstein W, Ganguli R, Brar J, Mintun M & Cohen JD (1998). Functional hypofrontality and working memory dysfunction in schizophrenia. American Journal of Psychiatry, 155(9), 1285-1287.

Carter CS, Braver TS, Barch DM, Botvinick MM, Noll DC & Cohen JD (1998). Anterior cingulate cortex, error detection and the online monitoring of performance. Science, 280, 747-749.

Botvinick MM & Cohen JD (1998). Rubber hands 'feel' touch that eyes see. Nature, 391, 756.


1997

Noll DC, Genovese CR, Nystrom L, Vazquez A, Forman SD, Eddy WF & Cohen JD (1997). Estimating test-retest reliability in functional MR imaging II: Application to motor and cognitive activation studies. Magnetic Resonance in Medicine, 38, 508-517.

MacWhinney B, Cohen J & Provost J (1997). The PsyScope experiment-building system. Spatial Vision, 11, 99-101.

Goddard N, Hood G, Cohen JD, Eddy WF, Genovese CR & Noll DC (1997). Online analysis of functional MRI datasets on parallel platforms. Parallel online analysis of functional MRI datasets. Journal of Supercomputing, 11, 295-318.

Genovese CR, Noll DC, Cohen JD & Eddy WF (1997). Estimating test-retest reliability in functional MR imaging I: Statistical methodology. Magnetic Resonance in Medicine, 38, 497-507.

Cohen JD, Perlstein WM, Braver TS, Nystrom LE, Noll DC, Jonides J & Smith EE (1997). Temporal dynamics of brain activation during a working memory task. Nature, 386, 604-608.

Casey BJ, Trainor RJ, Orendi JL, Schubert AB, Nystrom, LE, Giedd J, Castellanos X, Haxby J, Noll DC, Cohen JD, Forman SD, Dahl RE & Rapoport JL (1997). A developmental functional MRI study of prefrontal activation during performance of a Go-No-Go task. Journal of Cognitive Neuroscience, 9, 835-847.

Carter CS, Mintun M, Nichols T & Cohen JD (1997). Anterior cingulate gyrus dysfunction and selective attention dysfunction in schizophrenia: An 15OH20 PET study during Stroop task performance. American Journal of Psychiatry, 154, 1670-1675.

Braver, TS, Cohen JD, Jonides J, Smith EE & Noll DC (1997). A parametric study of prefrontal cortex involvement in human working memory. NeuroImage, 5(1), 49-62.

Berns GS, Cohen JD & Mintun MA (1997). Brain regions responsive to novelty in the absence of awareness. Science, 276, 1272-1275.

Barch DM, Braver TS, Nystrom LE, Forman SD, Noll DC & Cohen JD (1997). Dissociating working memory from task difficulty in human prefrontal cortex. Neuropsychologia, 35, 1373-1380.

Armony JL, Servan-Schreiber D, Romanski LM, Cohen JD & LeDoux JE (1997). Stimulus generalization of fear responses: Effects of auditory cortex lesions in a computational model and in rats. Cerebral Cortex, 7, 157-165.

Armony JL, Servan-Schreiber D, Cohen JD & LeDoux JE (1997). Computational modeling of emotion: Explorations through the anatomy and physiology of fear conditioning. Trends in Cognitive Sciences, 1, 28-34.


1996

Servan-Schreiber D, Cohen JD & Steingard S (1996). Schizophrenic deficits in the processing of context: A test of a theoretical model. Archives of General Psychiatry, 53, 1105-1112.

Cohen JD, Braver TS & O'Reilly RC (1996). A computational approach to prefrontal cortex, cognitive control, and schizophrenia: Recent developments and current challenges. Philosophical Transactions of the Royal Society of London Series B (Biological Sciences), 351(1346), 1515-1527.

Barch D, Cohen JD, Servan-Schreiber D, Steingard S, Steinhauer S & van Kammen D (1996). Semantic priming in schizophrenia: An examination of spreading activation using word pronunciation and multiple SOAs. Journal of Abnormal Psychology, 105, 592-601.


1995

Noll DC, Cohen JD, Meyer CH & Schneider W (1995). Spiral k-space MR imaging of cortical activation. Journal of Magnetic Resonance Imaging, 45, 49-56.

Forman SD, Cohen JD, Fitzgerald M, Eddy WF, Mintun MA & Noll DC (1995). Improved assessment of significant activation in functional magnetic resonance imaging (fMRI): Use of a cluster-size threshold. Magnetic Resonance in Medicine, 33, 636-647.

Casey BJ, Cohen JD, Jezzard P, Turner R, Noll DC, Trainor R, Giedd J, Pannier L, Kaysen D & Rapoport JL (1995). Activation of prefrontal cortex in children during a non-spatial working memory task with functional MRI. NeuroImage, 2, 221-229.

Carter CS, Mintun M & Cohen JD (1995). Interference and facilitation effects during selective attention: An [150]-H20 PET study of Stroop task performance. NeuroImage, 2, 264-272.

Braver TS, Cohen JD & Servan-Schreiber D (1995). A computational model of prefrontal cortex function. In Touretzky DS, Tesauro G & Leen TQ (Eds.), Advances in Neural Information Processing Systems, Vol. 7. Cambridge, MA: MIT Press. 141-149.

Armony JL, Servan-Schreiber D, Cohen JD & LeDoux JE (1995). An anatomically-constrained neural network model of fear conditioning. Behavioral Neuroscience, 109(2), 246-256.


1994

Cohen JD, Romero RD, Servan-Schreiber, D & Farah MJ (1994). Mechanisms of spatial attention: The relation of macrostructure to microstructure in parietal neglect. Journal of Cognitive Neuroscience, 6(4), 377-387.

Cohen JD & Huston TA (1994). Progress in the use of parallel distributed processing models for understanding attention and performance. In Umiltà C. and Moscovitch M. (Eds.), Attention and Performance XV: Conscious and Nonconscious Information Processing. Cambridge, MA: MIT Press, pp. 453-476.

Cohen JD, Forman SD, Braver TS, Casey BJ, Servan-Schreiber D & Noll DC (1994). Activation of prefrontal cortex in a non-spatial working memory task with functional MRI. Human Brain Mapping, 1, 293-304.


1993

Schneider W, Noll DC & Cohen JD (1993). Functional topographic mapping of the cortical ribbon in human vision with conventional MRI scanners. Nature, 365, 150-153.

Forman SD, Cohen JD & Johnson MH (1993). Frontal eye fields: Inhibition through competition. Behavioral and Brain Sciences, 6, 578.

Cohen JD & Servan-Schreiber D (1993). A theory of dopamine function and cognitive deficits in schizophrenia. Schizophrenia Bulletin, 19(1), 85-104.

Cohen JD, Noll DC & Schneider W (1993). Functional Magnetic Resonance Imaging: Overview and methods for psychological research. Behavioral Research Methods, Instruments & Computers, 25(2), 101-113.

Cohen JD, MacWhinney B, Flatt M & Provost J (1993). PsyScope: An interactive graphics system for designing and controlling experiments in the psychology laboratory using Macintosh computers. Behavioral Research Methods, Instruments & Computers, 25(2), 257-271.


1992

Cohen JD, Servan-Schreiber D & McClelland JL (1992). A parallel distributed processing approach to automaticity. American Journal of Psychology, 105, 239-269.

Cohen JD & Servan-Schreiber D (1992). Context, cortex and dopamine: A connectionist approach to behavior and biology in schizophrenia. Psychological Review, 99, 45-77.


1991

Servan-Schreiber D & Cohen JD (1991). Network models of neuromodulation and information processing deficits in schizophrenia. Proceedings of the 12th Annual Meeting of the Cognitive Science Society.

Servan-Schreiber D & Cohen JD (1991). Models of neuromodulation and information processing deficits in schizophrenia. Revue Internationale de Psychopathologie, 1, 113-134.


1990

Servan-Schreiber D, Printz H & Cohen JD (1990). A network model of catecholamine effects: Gain, signal-to-noise ratio, and behavior. Science, 249, 892-895.

Cohen JD, Dunbar K & McClelland JL (1990). On the control of automatic processes: A parallel distributed processing model of the Stroop effect. Psychological Review, 97(3), 332-361.


1989

Servan-Schreiber D, Printz H & Cohen JD (1989). The effect of catecholamines on performance: From unit to system behavior. In D. S. Touretzky (Ed.), Advances in Neural Information Processing Systems 2. San Mateo, CA: Morgan Kauffman. [Collected papers of the IEEE Conference on Neural Information Processing Systems - Natural and Synthetic, Denver, Nov. 27-Nov. 30, 1989.]


1987

Cohen JD, Van Putten T, Marder S, Berger PA & Stahl SM. (1987). The efficacy of piquindone, a new atypical neuroleptic, in the treatment of the positive and the negative symptoms of schizophrenia. Journal of Clinical Psychopharmacology, 7(5), 324-329.

Cohen JD, Van Putten T, Marder S, Berger PA & Stahl SM (1987). Treatment of the symptoms of schizophrenia with piquindone, a new atypical neuroleptic. Psychopharmacology Bulletin, 23(3), 514-518.