脑机接口 / BCI

Low-Latency Neural Inference on an Edge Device for Real-Time Handwriting Recognition from EEG Signals

Ovishake Sen, Raghav Soni, Darpan Virmani, Akshar Parekh, Patrick Lehman, Sarthak Jena, Adithi Katikhaneni, Adam Khalifa, Baibhab Chatterjee

机构 * Electrical and Computer Engineering, University of Florida（电子与计算机工程系，佛罗里达大学） ； Computer and Information Science and Engineering, University of Florida（计算机与信息科学与工程，佛罗里达大学） ； Behavioral and Cognitive Neuroscience, University of Florida（行为与认知神经科学，佛罗里达大学） 纠错

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

Comments 18 pages

SSL-SE-EEG: A Framework for Robust Learning from Unlabeled EEG Data with Self-Supervised Learning and Squeeze-Excitation Networks

Meghna Roy Chowdhury, Yi Ding, Shreyas Sen

机构 * Elmore Family School of Electrical and Computer Engineering, Purdue University, USA（电气与计算机工程学院，普渡大学） 纠错

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

Comments 6 figures, 2 tables, 8 pages

Journal ref 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Deep Learning-Powered Electrical Brain Signals Analysis: Advancing Neurological Diagnostics

Jiahe Li, Xin Chen, Fanqi Shen, Junru Chen, Yuxin Liu, Daoze Zhang, Zhizhang Yuan, Fang Zhao, Meng Li, Yang Yang

机构 * College of Computer Science and Technology, Zhejiang University（浙江大学计算机科学与技术学院） ； DiFint Technology (Shanghai) Co（上海迪芬特技术有限公司） ； Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences（中国科学院上海微系统与信息技术研究所） ； School of Graduate Study, University of Chinese Academy of Sciences（中国科学院大学研究生院） ； The INSIDE Institute for Biological and Artificial Intelligence（生物与人工智能研究所） 纠错

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