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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
3282017
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
1212017
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
1042022
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
692021
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
512022
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
312022
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
272018
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
242020
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
20
A comparison of deep learning and linear-nonlinear cascade approaches to neural encoding
TH Moskovitz, NA Roy, JW Pillow
BioRxiv, 463422, 2018
112018
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
72020
Laboratory TIB, Akrami A, Brody CD, Pillow JW. 2021. Extracting the dynamics of behavior in sensory decision-making experiments
NA Roy, JH Bak
Neuron 109 (4), 597-610, 0
5
Explainability Via Causal Self-Talk
NA Roy, J Kim, N Rabinowitz
Advances in Neural Information Processing Systems 35, 7655-7670, 2022
42022
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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