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Author

Chenyu Liu

2 papers indexed here

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Brain-to-Language Decoding: Tasks, Signals, Methods, Evaluation, Practical Use and Beyond

Brain-to-language decoding translates neural activity associated with language production, internal speech and perception into linguistic or expressive outputs. It offers a route to restoring communication after speech loss and a means of studying how the brain represents language. Advances in neural recording and repr...

Yi-Qian Yang, Yi-Qun Duan, Chen-Yu Liu et al. · 1 citation
Aug 2026

Multi-Scale BiMamba with Test-Time Adaptation for Motor Imagery Classification

Hybrid brain-computer interfaces combining electroencephalography and functional near-infrared spectroscopy utilize neurovascular coupling to improve decoding. Current fusion strategies rely on shallow aggregation or complex attention, which struggle to capture complex temporal dynamics and complex dependencies in long...

Ziyang Bao, Mingseng Guo, Botao Jin et al. · 0 citations

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