Unsupervised Bayesian Ising Approximation for decoding neural activity and other biological dictionaries

The problem of deciphering how low-level patterns (action potentials in the brain, amino acids in a protein, etc.) drive high-level biological features (sensorimotor behavior, enzymatic function) represents the central challenge of quantitative biology. The lack of general methods for doing so from...

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Bibliographic Details
Main Authors: Damián G Hernández, Samuel J Sober, Ilya Nemenman
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2022-03-01
Series:eLife
Subjects:
Online Access:https://elifesciences.org/articles/68192