Training a recurrent network with 80% fast and 20% slow neurons on a context-dependent working memory task works best when the slow time constant is about ten, with slow neurons acting as the memory holders.
A hierarchy of intrinsic timescales across primate cor- tex.,
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Slow and Fast Neurons Cooperate in Contextual Working Memory through Timescale Diversity
Training a recurrent network with 80% fast and 20% slow neurons on a context-dependent working memory task works best when the slow time constant is about ten, with slow neurons acting as the memory holders.