Jacob L. Russin

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 10

Top Topics

Structure Learning Algorithm

Conditional Independence

Top Venues

J. Cogn. Neurosci.

Publications

Taylor W. Webb, Steven M. Frankland, Awni Altabaa, Kamesh Krishnamurthy, Declan Campbell, Jacob L. Russin, Randall C. O'Reilly, John Lafferty, Jonathan D. Cohen
The Relational Bottleneck as an Inductive Bias for Efficient Abstraction. CoRR (2023)
Jacob L. Russin, Maryam Zolfaghar, Seongmin A. Park, Erie Boorman, Randall C. O'Reilly
A Neural Network Model of Continual Learning with Cognitive Control. CoRR (2022)
Jacob L. Russin, Maryam Zolfaghar, Seongmin A. Park, Erie Boorman, Randall C. O'Reilly
A Neural Network Model of Continual Learning with Cognitive Control. CogSci (2022)
Maryam Zolfaghar, Jacob L. Russin, Seongmin A. Park, Erie Boorman, Randall C. O'Reilly
The Geometry of Map-Like Representations under Dynamic Cognitive Control. CogSci (2022)
Jacob L. Russin, Maryam Zolfaghar, Seongmin A. Park, Erie Boorman, Randall C. O'Reilly
Complementary Structure-Learning Neural Networks for Relational Reasoning. CogSci (2021)
Jacob L. Russin, Roland Fernandez, Hamid Palangi, Eric Rosen, Nebojsa Jojic, Paul Smolensky, Jianfeng Gao
Compositional processing emerges in neural networks solving math problems. CogSci (2021)
Jacob L. Russin, Maryam Zolfaghar, Seongmin A. Park, Erie Boorman, Randall C. O'Reilly
Complementary Structure-Learning Neural Networks for Relational Reasoning. CoRR (2021)
Randall C. O'Reilly, Jacob L. Russin, Maryam Zolfaghar, John Rohrlich
Deep Predictive Learning in Neocortex and Pulvinar. J. Cogn. Neurosci. 33 (6) (2021)
Jacob L. Russin, Jason Jo, Randall C. O'Reilly, Yoshua Bengio
Systematicity in a Recurrent Neural Network by Factorizing Syntax and Semantics. CogSci (2020)
Jacob L. Russin, Jason Jo, Randall C. O'Reilly, Yoshua Bengio
Compositional Generalization by Factorizing Alignment and Translation. ACL (student) (2020)