#brain-computer-interface

Brain Computer Interface

2 stories tagged Brain Computer Interface

researchJul 15, 2026

Improved AI Decodes Brain Activity into Words with 11% Accuracy Gain

Researchers improved the Huth encoding-model baseline for fMRI neural language decoding, achieving an 11% relative METEOR gain by expanding voxel selection and using GPT-2 medium as the proposal model. This brings brain-computer interfaces closer to practical use for non-verbal communication.

via ArXiv cs.CL#ai #neuroscience #brain-computer-interface

researchApr 21, 2026

Brain-CLIPLM: Decoding Compressed Semantic Representations from EEG Signals

Researchers propose a new method to decode compressed semantic representations from EEG signals, challenging the assumption that full linguistic structure can be recovered. This approach could revolutionize brain-computer interfaces and neuro-linguistic studies.

via ArXiv cs.CL#eeg #neuroscience #language