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Shounak Roychowdhury

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#large language models Preprint Open access Oct 2026

SENSE: Efficient EEG-to-Text via Privacy-Preserving Semantic Retrieval

Decoding brain activity into natural language is a major challenge in AI with important applications in assistive communication, neurotechnology, and human–computer interaction. Most existing Brain–Computer Interface (BCI) approaches rely on memory-intensive fine-tuning of Large Language Models (LLMs) or encoder–decode...

Akshaj Murhekar, Christina Liu, Abhijit Mishra et al. · 0 citations

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