ePoster · Computational Neuroscience
Modeling neural population responses to intracortical microstimulation
Joel Ye · Neuromatch 5
Wed, Sep 28, 2022
Electrical stimulation of a neural population may enable direct experiments relating local population activity with subsequent neural or behavioral processes. However, current stimulation approaches do not attempt precise control of population activity, in part due to the difficulty of characterizing diverse neural responses to varied stimulation patterns. We address this gap by building deep network models that extract neuronal spiking responses through stimulation and predict population responses to arbitrary spatiotemporal stimulation trains. To assess the tractability of training accurate