Picture for Jacob Russin

Jacob Russin

From Frege to chatGPT: Compositionality in language, cognition, and deep neural networks

Add code
May 24, 2024
Viaarxiv icon

Multiple Realizability and the Rise of Deep Learning

Add code
May 21, 2024
Viaarxiv icon

Human Curriculum Effects Emerge with In-Context Learning in Neural Networks

Add code
Feb 13, 2024
Viaarxiv icon

The Relational Bottleneck as an Inductive Bias for Efficient Abstraction

Add code
Sep 12, 2023
Viaarxiv icon

A Neural Network Model of Continual Learning with Cognitive Control

Add code
Feb 09, 2022
Figure 1 for A Neural Network Model of Continual Learning with Cognitive Control
Figure 2 for A Neural Network Model of Continual Learning with Cognitive Control
Figure 3 for A Neural Network Model of Continual Learning with Cognitive Control
Figure 4 for A Neural Network Model of Continual Learning with Cognitive Control
Viaarxiv icon

Compositional Processing Emerges in Neural Networks Solving Math Problems

Add code
May 19, 2021
Figure 1 for Compositional Processing Emerges in Neural Networks Solving Math Problems
Figure 2 for Compositional Processing Emerges in Neural Networks Solving Math Problems
Figure 3 for Compositional Processing Emerges in Neural Networks Solving Math Problems
Viaarxiv icon

Complementary Structure-Learning Neural Networks for Relational Reasoning

Add code
May 19, 2021
Figure 1 for Complementary Structure-Learning Neural Networks for Relational Reasoning
Figure 2 for Complementary Structure-Learning Neural Networks for Relational Reasoning
Figure 3 for Complementary Structure-Learning Neural Networks for Relational Reasoning
Figure 4 for Complementary Structure-Learning Neural Networks for Relational Reasoning
Viaarxiv icon