Exactly solvable statistical physics models for large neuronal populations

Maximum-entropy methods provide a principled path connecting measurements of neural activity directly to statistical physics models, and this approach has been successful for populations of N∼100 neurons. As N increases in new experiments, we enter an undersampled regime where we have to choose whic...

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Bibliographic Details
Main Authors: Christopher W. Lynn, Qiwei Yu, Rich Pang, William Bialek, Stephanie E. Palmer
Format: Article
Language:English
Published: American Physical Society 2025-05-01
Series:Physical Review Research
Online Access:http://doi.org/10.1103/PhysRevResearch.7.L022039
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