脑机接口 / BCI

Real-time Noise Detection and Classification in Single-Channel EEG: A Lightweight Machine Learning Approach for EMG, White Noise, and EOG Artifacts

Hossein Enshaei, Pariya Jebreili, Sayed Mahmoud Sakhaei

专题命中 EEG解码 ：EEG(title,abstract)；brain-computer interface(abstract)；分类 cs.LG

Spatial-Functional awareness Transformer-based graph archetype contrastive learning for Decoding Visual Neural Representations from EEG

Yueming Sun, Long Yang

机构 * Hybrid Intelligence Lab（混合智能实验室） ； Durham University（杜伦大学） 纠错

专题命中 EEG解码 ：EEG(title,abstract)；分类 cs.LG

EEG Sleep Stage Classification with Continuous Wavelet Transform and Deep Learning

Mehdi Zekriyapanah Gashti, Ghasem Farjamnia

专题命中 EEG解码 ：EEG(title,abstract)；分类 cs.LG

Comments 11 pages, 2 figures

Journal ref MUST Journal of Research and Development (MJRD) Volume 6 Issue 3, pp. 428-437, 2025

Autoencoding Coordinate Sequences from Psychophysiologic Signals

Timothy L. Hutcheson, Anil K. Raj

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC、eess.SP

Comments 2 pages, 4 figures, 2025 IEEE Research and Applications of Photonics in Defense Conference (RAPID)

Optimizing BCI Rehabilitation Protocols for Stroke: Exploring Task Design and Training Duration

Aniana Cruz, Marko Kuzmanoski, Gabriel Pires

专题命中 运动想象 ：BCI(title,abstract)；brain-computer interface(abstract)；motor imagery(abstract)；分类 q-bio.NC、eess.SP

Comments 4 pages, 4 figures, accepted for 8th IEEE ENBENG Conference