Short-term memory by transient oscillatory dynamics in recurrent neural networks
Short-term memory by transient oscillatory dynamics in recurrent neural networks
Despite the significance of short-term memory in cognitive function, the process of encoding and sustaining the input information in neural activity dynamics remains elusive. Herein, we unveiled the significance of transient neural dynamics to short-term memory. By training recurrent neural networks to short-term memory tasks and analyzing the dynamics, the …