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。

2025-10-22 至 2025-10-22 共收录 7 篇信号源：q-bio.NC, eess.SP, cs.LG, cs.HC, cs.RO

1. EEG解码 3 篇

2510.17832 2025-10-22 eess.SP cs.AI cs.LG 91%

Synthetic EEG Generation using Diffusion Models for Motor Imagery Tasks

Henrique de Lima Alexandre, Clodoaldo Aparecido de Moraes Lima

机构 * Escola de Artes, Ciências e Humanidades (USP) São Paulo, SP（艺术、科学与人文学院（USP）圣保罗，SP）

专题命中 EEG解码：EEG(title,abstract)；motor imagery(title,abstract)；BCI(abstract)；brain-computer interface(abstract)

Comments 15 pages, BRACIS

2510.17879 2025-10-22 cs.NE cs.AI cs.LG 83%

Decoding Listeners Identity: Person Identification from EEG Signals Using a Lightweight Spiking Transformer

Zheyuan Lin, Siqi Cai, Haizhou Li

机构 * School of Data Science（数据科学学院）； Machine Listening Lab（机器听觉实验室）； Department of ECE（电子工程系）

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

Journal ref Proc. Interspeech 2025, 5548-5552 (2025)

2510.17841 2025-10-22 cs.IT math.IT q-bio.NC 83%

Information Capacity of EEG: Theoretical and Computational Limits of Recoverable Neural Information

Ishir Rao

专题命中 EEG解码：EEG(title,abstract)；cortical(abstract)；分类 q-bio.NC

Comments 3 pages, 5 figures

2. 神经信号处理 4 篇

2507.06955 2025-10-22 eess.IV cs.CV 78%

SimCortex: Collision-free Simultaneous Cortical Surfaces Reconstruction

Kaveh Moradkhani, R Jarrett Rushmore, Sylvain Bouix

机构 * Department of Software Engineering and Information Technology（软件工程与信息技术系）； École de technologie supérieure（高等技术学院）； Department of Anatomy and Neurobiology（解剖与神经生物学系）； Boston University School of Medicine（波士顿大学医学学院）

专题命中神经信号处理：cortical(title,abstract)

Comments Metadata update: added journal reference and DOI linking to the published chapter (Springer)

Journal ref Shape in Medical Imaging (ShapeMI 2025), Lecture Notes in Computer Science (LNCS), vol. 16171, Springer, Cham, 2025, pp. 347-359

2510.18080 2025-10-22 cs.LG 57%

MEG-GPT: A transformer-based foundation model for magnetoencephalography data

Rukuang Huang, Sungjun Cho, Chetan Gohil, Oiwi Parker Jones, Mark Woolrich

机构 * Oxford Centre for Integrative Neuroimaging (OxCIN)（牛津整合神经影像中心）； University of Oxford（牛津大学）； Department of Psychiatry（精神病学系）； Nuffield Department of Clinical Neurosciences（努尔菲尔德临床神经科学系）； Department of Engineering Science（工程科学系）

专题命中神经信号处理：neural decoding(abstract)；分类 cs.LG

2510.18771 2025-10-22 q-bio.CB cond-mat.soft physics.bio-ph 50%

Mechanical activity enables patterning and discrimination at the immune synapse

Tony Wong, Tom Chou, Suraj Shankar, Shenshen Wang

专题命中神经信号处理：cortical(abstract)

Comments 6 pages, 4 figures, SI included as separate pdf

2510.18396 2025-10-22 cs.CV 50%

Entropy-Enhanced Conformal Features from Ricci Flow for Robust Alzheimer's Disease Classification

F. Ahmadi, B. Bidabad, H. Nasiri

机构 * Department of Mathematics and Computer Science, Amirkabir University of Technology (Tehran Polytechnic)（数学与计算机科学系，阿米尔卡比尔技术大学（德黑兰理工大学））； Department of Computer Engineering, Amirkabir University of Technology (Tehran Polytechnic)（计算机工程系，阿米尔卡比尔技术大学（德黑兰理工大学））； School of Computing and Communications, Lancaster University（计算与通信学院，兰卡斯特大学）

专题命中神经信号处理：cortical(abstract)