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Jacob Russin

Observed names: Jacob L. Russin, Jacob Labe Russin, Russin , Jacob, Russin, Jacob, Russin, Jacob L.
ORCID: 0000-0002-6821-3438
Observed ORCID: 0000-0002-6821-3438
OpenAlex ID: A5012719980
Deep Predictive Learning in Neocortex and Pulvinar
2021 · Randall C. O'Reilly, Jacob L. Russin, et al. · Journal of Cognitive Neuroscience · 49
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The relational bottleneck as an inductive bias for efficient abstraction
2024 · Taylor W. Webb, Steven M. Frankland, et al. · Trends in Cognitive Sciences · 37
The Structure of Systematicity in the Brain
2022 · Randall C. O’Reilly, Charan Ranganath, et al. · Current Directions in Psychological Science · 29
Parallel trade-offs in human cognition and neural networks: The dynamic interplay between in-context and in-weight learning
2025 · Jacob Russin, Ellie Pavlick, et al. · Proceedings of the National Academy of Sciences · 27
How Can Deep Neural Networks Inform Theory in Psychological Science?
2024 · Sam Whitman McGrath, Jacob Russin, et al. · Current Directions in Psychological Science · 26
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From Frege to ChatGPT: Compositionality in Language, Cognition, and Deep Neural Networks
2026 · Jacob Russin, Sam Whitman McGrath, et al. · The MIT Press eBooks · 24
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Compositional Processing Emerges in Neural Networks Solving Math Problems
2021 · Russin, Jacob, Fernandez, Roland, et al. · PubMed · 21
Compositional Generalization by Factorizing Alignment and Translation
2020 · Jacob Russin, Jason Jo, et al. · Annual Meeting of the Association for Computational Linguistics: Student Research Workshop (ACL SRW) · 18
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A Neural Network Model of Continual Learning with Cognitive Control
2022 · Russin, Jacob, Zolfaghar, Maryam, et al. · PubMed · 14
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How Sequential Interactive Processing Within Frontostriatal Loops Supports a Continuum of Habitual to Controlled Processing
2020 · Randall C. O’Reilly, Ananta Nair, et al. · Frontiers in Psychology · 14
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The representational geometry of cognitive maps under cognitive control
2023 · Seongmin A. Park, Maryam Zolfaghar, et al. · bioRxiv (Cold Spring Harbor Laboratory) · 11
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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
2019 · Spencer K. Cooke, Jacob Russin, et al. · Journal of Neurochemistry · 7
Computational models of motivated frontal function
2019 · Randall C. O’Reilly, Jacob Russin, et al. · Handbook of clinical neurology · 7
Properties of LoTs: The footprints or the bear itself?
2023 · Sam Whitman McGrath, Jacob Russin, et al. · Behavioral and Brain Sciences · 6
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Complementary Structure-Learning Neural Networks for Relational Reasoning
2021 · Russin, Jacob, Zolfaghar, Maryam, et al. · PubMed · 5
Systematicity in a Recurrent Neural Network by Factorizing Syntax and Semantics.
2020 · Jacob Russin, Jason Jo, et al. · eScholarship (California Digital Library) · 5
Multiple Realizability and the Rise of Deep Learning
2024 · McGrath, Sam Whitman, Russin, Jacob · arXiv (Cornell University) · 4
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Is human compositionality meta-learned?
2024 · Jacob Russin, Sam Whitman McGrath, et al. · Behavioral and Brain Sciences · 4
Systematicity Emerges in Transformers when Abstract Grammatical Roles Guide Attention
2022 · Ayush K Chakravarthy, Jacob Labe Russin, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Student Research Workshop (NAACL SRW) · 1
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The geometry of cognitive maps under dynamic cognitive control
2022 · Seongmin Park, Maryam Zolfaghar, et al. · Conference on Cognitive Computational Neuroscience (CCN) · 1
eLife Assessment: A complementary learning system for continual episodic memory in large language models
2026 · Jacob Russin · eLife
eLife Assessment: Dual reinforcement-learning network modules for modeling decision-making with multiple strategies
2026 · Jacob Russin · eLife
Geometric and algebraic inference in humans and neural networks
2026 · Russin, Jacob, Kim, Joonhwa, et al. · arXiv (Cornell University)
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The representational geometry of cognitive maps under cognitive control
2026 · Seongmin A. Park, Maryam Zolfaghar, et al. · Code Ocean
Step-by-step analogical reasoning in humans and neural networks
2025 · Cognitive Science Society 2025, Frank, Michael J., et al. · eScholarship (California Digital Library)
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Works count: 37
Citation count: 310
H-index: 11
I10-index: 11
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