Author

J. Kalita

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Jul 2026

Multimodal Pretraining for Generalizable EEG Representation Learning

A multimodal EEG foundation model that combines a raw signal encoder based on the Mamba architecture, a Vision Transformer-style encoder for time-frequency data, and a lightweight encoder for text, all within a shared embedding space is developed.

Targol Bakhtiarvand, J. Kalita, Adham Atyabi · arXiv.org · 0 citations