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C. Anastassiou

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#machine learning Preprint Oct 2026

Conditional Flow Matching for Single-Neuron Electrophysiology: Capturing Multimodal Responses Across Stimuli

Neurons of the brain exhibit a rich repertoire of electrophysiology dynamics with the same repeated stimulus eliciting very different voltage responses from the same cell. One common approach in biophysically detailed models is to capture this variability through ensembles of deterministic parametrizations, at a cost o...

Cameron Schofield, Luca Ghafourpour, Philip H. Wong et al. · 0 citations
Open access Aug 2026

Selective gating of neural modulation through frequency- and behavior-dependent modes during cortical electrical stimulation

By identifying how stimulation frequency governs the mechanism of neural engagement and how behavioral state selectively gates brain-wide entrainment but not local inhibitory recruitment, the results provide a mechanistic foundation for designing targeted, reproducible neuromodulation strategies.

I. Rembado, Soo Yeun Lee, L. Marks et al. · 0 citations

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