Predictive learning induces Bayesian cognitive maps in the hippocampus
This study shows that predictive learning in recurrent neural networks generates Bayesian cognitive maps similar to hippocampal place cell activity, outperforming autoencoders.
Topic · Cognitive Neuroscience · Neuroscience
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1,000+ papers
This study shows that predictive learning in recurrent neural networks generates Bayesian cognitive maps similar to hippocampal place cell activity, outperforming autoencoders.
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Jason Z. Kim, James P. Sethna, Itai Cohen, Weinan Sun
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This study identifies a thalamic circuit that biases hippocampal coding toward aversive stimuli and influences approach-avoidance behaviors.
Tora Dohi, Lucy Anderson, György Buzsáki, Ipshita Zutshi
This study investigates the role of hippocampus and prefrontal cortex in memory-guided navigation by testing their contribution during different task phases in mice.
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Shijie Gu, Chenyan Liu, Anna K. Gillespie…·Loren M. Frank
The paper develops a task for rats to study self-correction and finds distinct hippocampal representations during this process.
Alina S Peter, GwangSu Kim, James J. DiCarlo
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The paper shows that OLM2 interneurons in different hippocampal regions have distinct functions based on their connectivity, influencing behavior and emotional responses differently.
Daniela Sofía Abreu, Alexandra Veiga, R. Jungmann…·João Filipe Oliveira
This study shows that hippocampal astrocytes encode context-specific aversive stimuli to regulate fear-related behavior through Ca2+ activity preceding freezing responses.
Tristan Baumann, Hao Mei, Oxana Eschenko
This paper investigates HC-RE-PFC network dynamics during spatial navigation in rats, finding that beta-band coupling between hippocampus and reuniens emerges during goal-directed learning and correlates with navigational efficiency.
Zhaoze Wang, Genela Morris, Dori Derdikman…·Vijay Balasubramanian
This paper introduces a unified recurrent network model that co-emerges grid and place cells without supervision or pre-existing spatial-cell representations, reproducing experimental observations.
Kathryn Simone, Lea Steffen, Nicole Sandra-Yaffa Dumont…·Chris Eliasmith
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Kenneth A. Rostowsky, Naoum P. Issa, Shasha Wu…·James E. Kragel
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Nicola Masala, Margaret M. Donahue, Brittney L. Boublil…·Laura A. Ewell
The paper shows that reward-tethered place cells in the hippocampus adjust their activity when reward magnitude changes, enabling flexible coding and remapping while preserving spatial maps.
Kourtney C. Graham, Justice Pomeroy-Tuck, Grace K O'Brien…·Erik B. Bloss
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Temirlan Shilikbay, Aatiqa Nawaz, Menghan Sun…·Stephanie Ceman
This study shows that MOV10 loss in mice leads to enhanced fear learning through altered cortical connectivity and increased GABRA2 expression, suggesting new mechanisms for fear memory and potential therapeutic targets.
Katherine M.J. McMurray, Andrew Winter, Rebecca A. Ahlbrand…·Renu Sah
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Joshua M. Brenner, Sarah Ruediger, Cameron Wilhite…·Riccardo Beltramo
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Arantzazu San Agustín, Joel L. Voss, James E. Kragel
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The paper shows that spatial remapping in the hippocampal formation follows low-dimensional geometric transformations across environments.