Dissecting modular recurrent neural networks trained to perform un-cued task switching
Animals can switch rapidly between multiple well-learned tasks without being explicitly instructed on which task to perform, a cognitive function termed un-cued task switching. This function relies on higher-order cortical areas to maintain and update the task rule representation, and use this representation to gate the sensorimotor pathway. How different brain regions and neuronal types interact to achieve this function is not well understood. We investigated a collection of modular recurrent neural networks (RNNs) trained to perform an analog of the Wisconsin Card Sorting Test (WCST), a clas
Sun, Mar 12, 2023