4 citations · 10 across the 9 of their papers we have counts for
Showing 2026Show all
3 papers · 1 filter
q-bio.NC2026
Towards unified brain-to-text decoding across speech production and perception
Zhizhang Yuan, Yang Yang, Gaorui Zhang +7
Speech production and perception are the main ways humans communicate daily. Prior brain-to-text decoding studies have largely focused on a single modality and alphabetic languages…
cs.LG2026
Brain4FMs: A Benchmark of Foundation Models for Electrical Brain Signal
Fanqi Shen, Enhong Yang, Jiahe Li +5
Brain foundation models (BFMs) are advancing neurotechnology by learning transferable representations from neural signals, with broad potential in clinical diagnosis and neuroscien…
q-bio.NC2026
Assembling the Mind's Mosaic: Towards EEG Semantic Intent Decoding
Jiahe Li, Junru Chen, Fanqi Shen +6
Enabling natural communication through brain-computer interfaces (BCIs) remains one of the most profound challenges in neuroscience and neurotechnology. While existing frameworks o…