Training Excitatory-Inhibitory Recurrent Neural Networks for Cognitive Tasks: A Simple and Flexible Framework.
PLoS Comput Biol. 2016 Feb 29;12(2):e1004792. doi: 10.1371/journal.pcbi.1004792. eCollection 2016 Feb.
PLoS Comput Biol. 2016.
PMID: 26928718
Free PMC article.
However, existing RNNs lack basic biological features such as the distinction between excitatory and inhibitory units (Dale's principle), which are essential if RNNs are to provide insights into the operation of biological circuits. ...We provide an implementation based on …
However, existing RNNs lack basic biological features such as the distinction between excitatory and inhibitory units (Dale's princip …