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cs.LG 1

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Temporal Basis Function Models for Closed-Loop Neural Stimulation

cs.LG · 2025-07-21 · conditional · novelty 6.0

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 cs.LG · 2025-07-21 · conditional · none · ref 4

    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.