2 papers
cs.AI2025
A Survey on Bridging EEG Signals and Generative AI: From Image and Text to Beyond
Shreya Shukla, Jose Torres, Akshaj Murhekar +4
Decoding neural activity into human-interpretable representations is a key research direction in brain-computer interfaces (BCIs) and computational neuroscience. Recent progress in…
cs.CL2024
Thought2Text: Text Generation from EEG Signal using Large Language Models (LLMs)
Abhijit Mishra, Shreya Shukla, Jose Torres +2
Decoding and expressing brain activity in a comprehensible form is a challenging frontier in AI. This paper presents Thought2Text, which uses instruction-tuned Large Language Model…