Jonathan D. Cohen
Affiliations:- Princeton University, Princeton Neuroscience Institute, NJ, USA
- University of Pittsburgh, PA, USA
- Carnegie Mellon University, Pittsburgh, PA, USA (PhD 1990)
According to our database1,
Jonathan D. Cohen
authored at least 90 papers
between 1989 and 2024.
Collaborative distances:
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Bibliography
2024
CoRR, 2024
2023
Disentangling Abstraction from Statistical Pattern Matching in Human and Machine Learning.
PLoS Comput. Biol., 2023
CoRR, 2023
A Quantitative Approach to Predicting Representational Learning and Performance in Neural Networks.
CoRR, 2023
CoRR, 2023
Determinantal Point Process Attention Over Grid Codes Supports Out of Distribution Generalization.
CoRR, 2023
Abstractors: Transformer Modules for Symbolic Message Passing and Relational Reasoning.
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
2022
Trans. Mach. Learn. Res., 2022
RT-Cloud: A cloud-based software framework to simplify and standardize real-time fMRI.
NeuroImage, 2022
CoRR, 2022
Disentangling Abstraction from Statistical Pattern Matching in Human and Machine Learning.
CoRR, 2022
Context Matters: Recovering Human Semantic Structure from Machine Learning Analysis of Large-Scale Text Corpora.
Cogn. Sci., 2022
Enabling AI Innovation via Data and Model Sharing: An Overview of the Nsf Convergence Accelerator Track D.
AI Mag., 2022
Using natural language and program abstractions to instill human inductive biases in machines.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the IEEE/ACM International Symposium on Code Generation and Optimization, 2022
2021
CoRR, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
2020
SIAM J. Discret. Math., 2020
Navigating the Trade-Off between Multi-Task Learning and Learning to Multitask in Deep Neural Networks.
CoRR, 2020
CoRR, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020
Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020
Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020
Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
A tradeoff between generalization and perceptual capacity in recurrent neural networks.
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019
A Mechanistic Account of Constraints on Control-Dependent Processing: Shared Representation, Conflict and Persistence.
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019
2018
Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018
Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018
Estimating the costs of cognitive control from task performance: theoretical validation and potential pitfalls.
Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018
Feature Ratings and Empirical Dimension-Specific Similarity Explain Distinct Aspects of Semantic Similarity Judgments.
Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018
Novel methods for measuring the cost of cognitive control in a patch foraging task and a demand selection task with Stroop.
Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
2017
PLoS Comput. Biol., 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017
Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017
Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017
Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017
2016
Controlled vs. Automatic Processing: A Graph-Theoretic Approach to the Analysis of Serial vs. Parallel Processing in Neural Network Architectures.
Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016
Information-Seeking, Learning and the Marginal Value Theorem: A Normative Approach to Adaptive Exploration.
Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016
Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
2015
Proceedings of the International Conference for High Performance Computing, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
2014
Optimality and Some of Its Discontents: Successes and Shortcomings of Existing Models for Binary Decisions.
Top. Cogn. Sci., 2014
The Computational and Neural Basis of Cognitive Control: Charted Territory and New Frontiers.
Cogn. Sci., 2014
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014
2013
Confounds in multivariate pattern analysis: Theory and rule representation case study.
NeuroImage, 2013
2012
A Decision Task in a Social Context: Human Experiments, Models, and Analyses of Behavioral Data.
Proc. IEEE, 2012
2011
J. Cogn. Neurosci., 2011
Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011
2009
Sequential Effects in Two-Choice Reaction Time Tasks: Decomposition and Synthesis of Mechanisms.
Neural Comput., 2009
2008
Neural Comput., 2008
Neural Comput., 2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Learning to Use Working Memory in Partially Observable Environments through Dopaminergic Reinforcement.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
A simple decision task in a social context: Experiments, a model, and preliminary analyses of behavioral data.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008
2006
Neural Networks, 2006
2005
Optimal Decisions: From Neural Spikes, through Stochastic Differential Equations, to Behavior.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2005
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005
2004
NeuroImage, 2004
2003
Neuroinformatics, 2003
2002
Neural Networks, 2002
2001
NeuroImage, 2001
1997
J. Supercomput., 1997
1994
Proceedings of the Advances in Neural Information Processing Systems 7, 1994
1989
Proceedings of the Advances in Neural Information Processing Systems 2, 1989