Minimax dynamics of optimally balanced spiking networks of excitatory and inhibitory neurons

Q Li, C Pehlevan - Advances in neural information …, 2020 - proceedings.neurips.cc
Excitation-inhibition balance is ubiquitously observed in the cortex. Recent studies suggest
an intriguing link between balance on fast timescales, tight balance, and efficient information …

Generating invariant representations with cortex-inspired models of unsupervised learning

K Luther - 2022 - search.proquest.com
It is generally believed that the learning capabilities of real biological brains are unmatched
by modern artificial intelligence systems. However state of the art artificial systems usually …