1
A flexible hippocampal population code for experience relative to reward
Sosa, M., Plitt, M. H., Giocomo, L. M., et al.
Nature Neuroscience•2025
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Archive of NeuroAI Papers
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2
A foundation model to predict and capture human cognition
Binz, M., Elif, A., Bethge, M., et al.
Nature•2025
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3
A generative model of the hippocampal formation trained with theta driven local learning rules
Tom M George, Caswell Barry, Kimberly Stachenfeld, Claudia Clopath, Tomoki Fukai
NeurIPS•2023
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4
A Geometric Approach to Representation and Abstraction in the Hippocampus and Prefrontal Cortex
Silvia Bernardi, Marcus K. Benna, Mattia Rigotti, Jérôme Munuera, Stefano Fusi, C. Daniel Salzman
Cell•2020
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5
A habit and working memory model as an alternative account of human reward-based learning
Anne G. E. Collins
Nature Human Behaviour•2025
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6
Arousal as a universal embedding for spatiotemporal brain dynamics
Ryan V. Raut, Zachary P. Rosenthal, Xiaodan Wang, Hanyang Miao, Zhanqi Zhang, Jin-Moo Lee, Marcus E. Raichle, Adam Q. Bauer, Steven L. Brunton, Bingni W. Brunton, J. Nathan Kutz
Nature•2025
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7
Between planning and map building - Prioritizing replay when future goals are uncertain
Yotam Sagiv, Thomas Akam, Ilana B. Witten, Nathaniel D. Daw
Neuron•2025
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8
Between planning and map building; Prioritizing replay when future goals are uncertain
Yotam Sagiv, Thomas Akam, Ilana B. Witten, Nathaniel D. Daw
Neuron•2025
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9
Competitive integration of time and reward explains value-sensitive foraging decisions and frontal cortex ramping dynamics
Bukwich, M., Campbell, M. G., Zoltowski, D., Kingsbury, L., Tomov, M. S., Stern, J., Kim, H. R., Drugowitsch, J., Linderman, S. W., Uchida, N.
Neuron•2025
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10
Compositional tasks with subspace structure in recurrent neural networks
Sina Tafazoli, Flora M. Bouchacourt, Adel Ardalan, Nikola T. Markov, Motoaki Uchimura, Marcelo G. Mattar, Nathaniel D. Daw, Timothy J. Buschman
Nature Neuroscience•2025
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11
Constructing biologically constrained RNNs via Dale's backpropagation and topologically informed pruning
Aishwarya Balwani, Alex Q. Wang, Farzaneh Najafi, Hannah Choi
Science Advances•2025
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12
Constructing future behavior in the hippocampal formation through composition and replay
Jacob J. W. Bakermans, Joseph Warren, James C. R. Whittington, Timothy E. J. Behrens
Nature Neuroscience•2025
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13
Cooperative actions of interneuron families support the hippocampal spatial code
Valero, M., Abad-Perez, P., Gallardo, A., Picco, M., García-Hernandez, R., Brotons, J., Martínez-Félix, A., Machold, R., Rudy, B., Buzsáki, G.
Science•2025
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14
Development of coherent cortical responses reflects increased discriminability of feedforward inputs and their alignment with recurrent circuits
Augusto Abel Lempel, Sigrid Trägenap, Clara Tepohl, Matthias Kaschube, David Fitzpatrick
Neuron•2025
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15
Discovering cognitive strategies with tiny recurrent neural networks
Ji-An, L., Benna, M. K., Matter M. G.
Nature•2025
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16
Discovering Symbolic Cognitive Models from Human and Animal Behavior
Castro, P. S., Tomasev, N., Anand, A., et al.
ICML•2025
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17
Event structure sculpts neural population dynamics in the lateral entorhinal cortex
B. R. Kanter
Science•2025
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18
Grid cells accurately track movement during path integration-based navigation despite switching reference frames
Jing-Jie Peng, Beate Throm, Maryam Najafian Jazi, Ting-Yun Yen, Rocco Pizzarelli, Hannah Monyer, Kevin Allen
Nature Neuroscience•2025
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