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Nicholas A. Roy
Nicholas A. Roy
Graduate Student, Princeton University
Verified email at princeton.edu
Title
Cited by
Cited by
Year
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
3432017
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
1292017
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
1222022
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
842021
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
562022
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
342022
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
312018
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
28
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
272020
A comparison of deep learning and linear-nonlinear cascade approaches to neural encoding
TH Moskovitz, NA Roy, JW Pillow
BioRxiv, 463422, 2018
122018
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
82020
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
82020
Explainability via causal self-talk
NA Roy, J Kim, N Rabinowitz
Advances in Neural Information Processing Systems 35, 7655-7670, 2022
52022
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
12013
Exponential family pca for belief compression
N Roy
POMDPs, NIPS02, 2002
12002
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
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