Publications by authors named "Jacob Russin"

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The dynamic interplay between in-context and in-weight learning in humans and neural networks.
Jacob Russin, Ellie Pavlick, Michael J Frank

ArXiv· September 2025

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Parallel trade-offs in human cognition and neural networks: The dynamic interplay between in-context and in-weight learning.
Jacob Russin, Ellie Pavlick, Michael J Frank

Proc Natl Acad Sci U S A· September 2025

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How Can Deep Neural Networks Inform Theory in Psychological Science?
Sam Whitman McGrath, Jacob Russin, Ellie Pavlick, Roman Feiman

Curr Dir Psychol Sci· October 2024

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The relational bottleneck as an inductive bias for efficient abstraction.
Taylor W Webb, Steven M Frankland, Awni Altabaa, Simon Segert, Kamesh Krishnamurthy, Jacob Russin

Trends Cogn Sci· September 2024

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Is human compositionality meta-learned?
Jacob Russin, Sam Whitman McGrath, Ellie Pavlick, Michael J Frank

Behav Brain Sci· September 2024

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Properties of LoTs: The footprints or the bear itself?
Sam Whitman McGrath, Jacob Russin, Ellie Pavlick, Roman Feiman

Behav Brain Sci· September 2023

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A Neural Network Model of Continual Learning with Cognitive Control.
Jacob Russin, Maryam Zolfaghar, Seongmin A Park, Erie Boorman, Randall C O'Reilly

Cogsci· July 2022

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The Structure of Systematicity in the Brain.
Randall C O'Reilly, Charan Ranganath, Jacob L Russin

Curr Dir Psychol Sci· April 2022

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Complementary Structure-Learning Neural Networks for Relational Reasoning.
Jacob Russin, Maryam Zolfaghar, Seongmin A Park, Erie Boorman, Randall C O'Reilly

Cogsci· July 2021

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Compositional Processing Emerges in Neural Networks Solving Math Problems.
Jacob Russin, Roland Fernandez, Hamid Palangi, Eric Rosen, Nebojsa Jojic

Cogsci· July 2021

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Deep Predictive Learning in Neocortex and Pulvinar.
Randall C O'Reilly, Jacob L Russin, Maryam Zolfaghar, John Rohrlich

J Cogn Neurosci· May 2021

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How Sequential Interactive Processing Within Frontostriatal Loops Supports a Continuum of Habitual to Controlled Processing.
Randall C O'Reilly, Ananta Nair, Jacob L Russin, Seth A Herd

Front Psychol· March 2020

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Computational models of motivated frontal function.
Randall C O'Reilly, Jacob Russin, Seth A Herd

Handb Clin Neurol· February 2020

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Effects of the presence and absence of amino acids on translation, signaling, and long-term depression in hippocampal slices from Fmr1 knockout mice.
Spencer K Cooke, Jacob Russin, Kristen Moulton, Jeffrey Nadel, Inna Loutaev

J Neurochem· December 2019

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