Efficient neural codes naturally emerge through gradient descent learning

In animals, sensory systems appear optimized for the statistics of the external world. Here the authors take an artificial psychophysics approach, analysing sensory responses in artificial neural networks, and show why these demonstrate the same phenomenon as natural sensory systems.

Bibliographic Details
Main Authors: Ari S. Benjamin, Ling-Qi Zhang, Cheng Qiu, Alan A. Stocker, Konrad P. Kording
Format: Article
Language:English
Published: Nature Portfolio 2022-12-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-022-35659-7