Ontology highlight
ABSTRACT:
SUBMITTER: Pollock E
PROVIDER: S-EPMC7446915 | biostudies-literature | 2020 Aug
REPOSITORIES: biostudies-literature
PLoS computational biology 20200812 8
Many cognitive processes involve transformations of distributed representations in neural populations, creating a need for population-level models. Recurrent neural network models fulfill this need, but there are many open questions about how their connectivity gives rise to dynamics that solve a task. Here, we present a method for finding the connectivity of networks for which the dynamics are specified to solve a task in an interpretable way. We apply our method to a working memory task by syn ...[more]