Shanglin Zhou

Unified control of temporal and spatial scales of sensorimotor behavior through neuromodulation of short-term synaptic plasticity

This study shows that neuromodulation of short-term synaptic plasticity scales neural dynamics and motor outputs in time and space using RNNs trained to produce handwritten digits.

Stable sequential dynamics in prefrontal cortex represents subjective estimation of time

The paper identifies stable sequential dynamics in the medial prefrontal cortex of rats during time estimation tasks and links these dynamics to trial interval adjustments and timing errors.

Multiplexing working memory and time: encoding retrospective and prospective information in neural trajectories

This study investigates whether working memory and timing share neural mechanisms by using psychophysical tasks and RNN simulations, finding that cue-specific neural sequences multiplex both functions.

Encoding time in neural dynamic regimes with distinct computational tradeoffs

This paper trains RNNs on timing tasks to investigate how neural dynamics encode time with different computational tradeoffs and generalization capabilities.