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Jacob Russin
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Compositional generalization in a deep seq2seq model by separating syntax and semantics
J Russin, J Jo, RC O'Reilly, Y Bengio
arXiv preprint arXiv:1904.09708, 2019
702019
Deep learning needs a prefrontal cortex
J Russin, RC O’Reilly, Y Bengio
Work Bridging AI Cogn Sci, ICLR, 2020
592020
Deep predictive learning in neocortex and pulvinar
RC O'Reilly, JL Russin, M Zolfaghar, J Rohrlich
Journal of Cognitive Neuroscience 33 (6), 1158-1196, 2021
412021
The Structure of Systematicity in the Brain
RC O’Reilly, C Ranganath, JL Russin
Current Directions in Psychological Science 31 (2), 124-130, 2022
242022
Compositional Generalization by Factorizing Alignment and Translation
J Russin, J Jo, R O’Reilly, Y Bengio
Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020
232020
Compositional processing emerges in neural networks solving math problems
J Russin, R Fernandez, H Palangi, E Rosen, N Jojic, P Smolensky, J Gao
CogSci... Annual Conference of the Cognitive Science Society. Cognitive …, 2021
132021
A Neural Network Model of Continual Learning with Cognitive Control
J Russin, M Zolfaghar, S Park, E Boorman, RC O’Reilly
Proceedings for the 44th Annual Meeting of the Cognitive Science Society …, 2022
122022
How sequential interactive processing within frontostriatal loops supports a continuum of habitual to controlled processing
RC O’Reilly, A Nair, JL Russin, SA Herd
Frontiers in Psychology 11, 480929, 2020
112020
The Relational Bottleneck as an Inductive Bias for Efficient Abstraction
TW Webb, SM Frankland, A Altabaa, K Krishnamurthy, D Campbell, ...
arXiv preprint arXiv:2309.06629, 2023
92023
Systematicity in a Recurrent Neural Network by Factorizing Syntax and Semantics.
JL Russin, J Jo, RC O'Reilly, Y Bengio
CogSci, 2020
92020
Effects of the presence and absence of amino acids on translation, signaling, and long‐term depression in hippocampal slices from Fmr1 knockout mice
SK Cooke, J Russin, K Moulton, J Nadel, I Loutaev, Q Gu, Z Li, CB Smith
Journal of Neurochemistry 151 (6), 764-776, 2019
82019
Complementary Structure-Learning Neural Networks for Relational Reasoning
J Russin, M Zolfaghar, SA Park, E Boorman, RC O’Reilly
CogSci... Annual Conference of the Cognitive Science Society. Cognitive …, 2021
72021
Computational models of motivated frontal function
RC O’Reilly, J Russin, SA Herd
Handbook of clinical neurology 163, 317-332, 2019
72019
The representational geometry of cognitive maps under dynamic cognitive control
SA Park, M Zolfaghar, J Russin, DS Miller, RC O'Reilly, ED Boorman
bioRxiv, 2023.02. 04.527142, 2023
22023
Systematicity Emerges in Transformers when Abstract Grammatical Roles Guide Attention
AK Chakravarthy, JL Russin, R O’Reilly
Proceedings of the 2022 Conference of the North American Chapter of the …, 2022
22022
The Geometry of Map-Like Representations under Dynamic Cognitive Control
M Zolfaghar, J Russin, S Park, ED Boorman, RC O'Reilly
Proceedings of the Annual Meeting of the Cognitive Science Society 44 (44), 2022
22022
How Can Deep Neural Networks Inform Theory in Psychological Science?
SW McGrath, J Russin, E Pavlick, R Feiman
PsyArXiv, 2023
12023
Human Curriculum Effects Emerge with In-Context Learning in Neural Networks
J Russin, E Pavlick, MJ Frank
arXiv preprint arXiv:2402.08674, 2024
2024
Is human compositionality meta-learned?
J Russin, SW McGrath, E Pavlick, MJ Frank
2024
Properties of LoTs: The footprints or the bear itself?
S McGrath, J Russin, E Pavlick, R Feiman
PsyArXiv, 2023
2023
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