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 6 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

2. 神经信号处理 2 篇

2510.09415 2025-10-13 q-bio.NC cs.CL cs.LG cs.NE 62%

Estimating Brain Activity with High Spatial and Temporal Resolution using a Naturalistic MEG-fMRI Encoding Model

Beige Jerry Jin, Leila Wehbe

机构 * Carnegie Mellon University（卡内基梅隆大学）

专题命中神经信号处理：cortical(abstract)；分类 q-bio.NC、cs.LG

2510.08761 2025-10-13 cs.CV cs.AI 50%

SAFER-AiD: Saccade-Assisted Foveal-peripheral vision Enhanced Reconstruction for Adversarial Defense

Jiayang Liu, Daniel Tso, Yiming Bu, Qinru Qiu

机构 * Department of Electrical Engineering and Computer Science, Syracuse University（电气工程与计算机科学系，苏利文大学）

专题命中神经信号处理：cortical(abstract)