科学与医疗

脑机接口 / BCI

脑机接口、EEG、神经信号解码、神经假体和脑控交互。

2025-10-13 至 2025-10-13 共收录 4 篇信号源：q-bio.NC, eess.SP, cs.LG, cs.HC, cs.RO

1. EEG解码 4 篇

2509.00670 2025-10-13 eess.SP cs.AI cs.HC cs.LG q-bio.NC 90%

PyNoetic: A modular python framework for no-code development of EEG brain-computer interfaces

Gursimran Singh, Aviral Chharia, Rahul Upadhyay, Vinay Kumar, Luca Longo

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

Comments PLoS One 2025. Project Website: https://neurodiag.github.io/PyNoetic

Journal ref PLoS One 20.8 (2025): e0327791

2510.09242 2025-10-13 cs.HC cs.LG 90%

Investigating the Impact of Rational Dilated Wavelet Transform on Motor Imagery EEG Decoding with Deep Learning Models

Marco Siino, Giuseppe Bonomo, Rosario Sorbello, Ilenia Tinnirello

机构 * Department of Electrical, Electronic and Computer Engineering (DIEEI), University of Catania, 95123 Catania, Italy（意大利卡塔尼亚大学电气、电子与计算机工程系）； Department of Engineering, University of Palermo, 90128 Palermo, Italy（意大利巴勒莫大学工程系）

专题命中 EEG解码：EEG(title,abstract)；motor imagery(title,abstract)；BCI(abstract)；分类 cs.LG、cs.HC

2510.09095 2025-10-13 cs.LG cs.NE 70%

Neural Codecs as Biosignal Tokenizers

Kleanthis Avramidis, Tiantian Feng, Woojae Jeong, Jihwan Lee, Wenhui Cui, Richard M Leahy, Shrikanth Narayanan

机构 * University of Southern California（南加州大学）

专题命中 EEG解码：EEG(abstract)；motor imagery(abstract)；分类 cs.LG

Comments 25 pages, 7 figures, 10 tables, currently under peer review

2510.08984 2025-10-13 cs.LG cs.NE 57%

FedL2T: Personalized Federated Learning with Two-Teacher Distillation for Seizure Prediction

Jionghao Lou, Jian Zhang, Zhongmei Li, Lanlan Chen, Enbo Feng

机构 * Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education East China University of Science（能源化学过程智能制造重点实验室，教育部东华大学）； School of Information Science（信息科学学院）； Engineering East China University of Science（工程东华大学）

专题命中 EEG解码：EEG(abstract)；分类 cs.LG