| Stable population coding for working memory coexists with heterogeneous neural dynamics in prefrontal cortex JD Murray, A Bernacchia, NA Roy, C Constantinidis, R Romo, XJ Wang Proceedings of the National Academy of Sciences 114 (2), 394-399, 2017 | 353 | 2017 |
| Mice alternate between discrete strategies during perceptual decision-making ZC Ashwood, NA Roy, IR Stone, International Brain Laboratory, AE Urai, ... Nature Neuroscience 25 (2), 201-212, 2022 | 140 | 2022 |
| Gaussian process based nonlinear latent structure discovery in multivariate spike train data A Wu, NA Roy, S Keeley, JW Pillow Advances in neural information processing systems 30, 2017 | 135 | 2017 |
| Extracting the dynamics of behavior in sensory decision-making experiments NA Roy, JH Bak, A Akrami, CD Brody, JW Pillow Neuron 109 (4), 597-610. e6, 2021 | 93 | 2021 |
| Semantic exploration from language abstractions and pretrained representations A Tam, N Rabinowitz, A Lampinen, NA Roy, S Chan, DJ Strouse, J Wang, ... Advances in neural information processing systems 35, 25377-25389, 2022 | 63 | 2022 |
| Tell me why! explanations support learning relational and causal structure AK Lampinen, N Roy, I Dasgupta, SCY Chan, A Tam, J Mcclelland, C Yan, ... International Conference on Machine Learning, 11868-11890, 2022 | 37 | 2022 |
| International Brain Laboratory; Urai AE, Churchland AK, Pouget A, Pillow JW (2022) Mice alternate between discrete strategies during perceptual decision-making ZC Ashwood, NA Roy, IR Stone Nat. Neurosci 25, 201-212, 0 | 37 | |
| Efficient inference for time-varying behavior during learning NA Roy, JH Bak, A Akrami, C Brody, JW Pillow Advances in neural information processing systems 31, 2018 | 32 | 2018 |
| Inferring learning rules from animal decision-making Z Ashwood, NA Roy, JH Bak, JW Pillow Advances in Neural Information Processing Systems 33, 3442-3453, 2020 | 31 | 2020 |
| A comparison of deep learning and linear-nonlinear cascade approaches to neural encoding TH Moskovitz, NA Roy, JW Pillow BioRxiv, 463422, 2018 | 12 | 2018 |
| Belief-dependent macro-action discovery in POMDPs using the value of information G Flaspohler, NA Roy, JW Fisher III Advances in Neural Information Processing Systems 33, 11108-11118, 2020 | 10 | 2020 |
| Extracting the dynamics of behavior in decision-making experiments NA Roy, JH Bak, International Brain Laboratory, A Akrami, CD Brody, ... BioRxiv, 2020.05. 21.109678, 2020 | 8 | 2020 |
| Explainability via causal self-talk NA Roy, J Kim, N Rabinowitz Advances in Neural Information Processing Systems 35, 7655-7670, 2022 | 6 | 2022 |
| Dynamics and temporal stability of neural representations in the prefrontal cortex during encoding and maintenance of working memory N Roy, JD Murray, R Romo, C Constantinidis, XJ Wang Soc. Neurosci. Abstr 388, 304, 2013 | 1 | 2013 |
| Exponential family pca for belief compression N Roy POMDPs, NIPS02, 2002 | 1 | 2002 |
| Extraction of Behavioral Dynamics and Learning Rules in Decision-Making Experiments NA Roy Princeton University, 2020 | | 2020 |
| MDQ Service Project Close-Out Report R Bolton, N Roy, A Wu | | |
Jonathan PillowProfessor of Neuroscience, Princeton UniversityVerified email at princeton.edu
