Temporal basis function models predict the spatiotemporal LFP response to optogenetic stimulation with test-set R2 around 0.46, beating linear state-space and LSTM baselines while training 30 to 100 times faster.
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Temporal Basis Function Models for Closed-Loop Neural Stimulation
Temporal basis function models predict the spatiotemporal LFP response to optogenetic stimulation with test-set R2 around 0.46, beating linear state-space and LSTM baselines while training 30 to 100 times faster.