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Michael Hersche

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#artificial intelligence Jun 2025

A foundation model with multi-variate parallel attention to generate neuronal activity

This work introduces multi-variate parallel attention (MVPA), a novel self-attention mechanism that disentangles content, temporal, and spatial attention, enabling flexible, generalizable, and efficient modeling of time-series data with varying channel counts and configurations.

F. Carzaniga, Michael Hersche, Abu Sebastian et al. · arXiv.org · 3 citations