An Information-Theoretic Framework for Fast and Robust Unsupervised Learning via Neural Population Infomax

Wentao Huang, Kechen Zhang

A framework is presented for unsupervised learning of representations based on infomax principle for large-scale neural populations. We use an asymptotic approximation to the Shann…