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。

2025-10-30 至 2025-10-30 共收录 3 篇信号源：q-bio.NC, eess.SP, cs.LG, cs.HC, cs.RO

1. EEG解码 1 篇

2510.24986 2025-10-30 cs.LG cs.AI 79%

Epileptic Seizure Detection and Prediction from EEG Data: A Machine Learning Approach with Clinical Validation

Ria Jayanti, Tanish Jain

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

Comments 9 pages, 3 figures

2. 神经信号处理 1 篇

2507.17897 2025-10-30 q-bio.NC cs.CV cs.LG 62%

Multimodal Recurrent Ensembles for Predicting Brain Responses to Naturalistic Movies (Algonauts 2025)

Semih Eren, Deniz Kucukahmetler, Nico Scherf

机构 * Max Planck Institute for Human Cognitive and Brain Sciences（马克斯·普朗克人类认知与脑科学研究所）； TU Dresden（德累斯顿技术大学）； School for Embedded and Composite AI (SECAI)（嵌入式与复合人工智能学院）； Center for Scalable Data Analytics & AI (ScaDS.AI)（可扩展数据与人工智能中心）

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

Comments 8 pages, 2 figures, 1 table. Invited report, CCN 2025 Algonauts Project session (3rd-place team). Code: https://github.com/erensemih/Algonauts2025_ModalityRNN v3: Added equal contribution footnote to author list. Corrected reference list

3. 神经假体 1 篇

2510.24733 2025-10-30 eess.SP cs.LG q-bio.NC 67%

Decoding non-invasive brain activity with novel deep-learning approaches

Richard Csaky

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

Comments PhD thesis, 342 pages