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。

2025-08-13 至 2025-08-13 共收录 3 篇信号源：q-bio.NC, eess.SP, cs.LG, cs.HC, cs.RO

1. EEG解码 3 篇

2408.10328 2025-08-13 cs.LG cs.AI cs.HC 81%

Decoding Human Emotions: Analyzing Multi-Channel EEG Data using LSTM Networks

Shyam K Sateesh, Sparsh BK, Uma D

机构 * PES University, Bengaluru, India（班加罗尔印度PES大学）

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

Comments 13 pages, 3 figures; accepted at ICDSA '24 Conference, Jaipur, India

2508.08602 2025-08-13 eess.SP 79%

Biomedical Signal Processing: EEG and ECG Classification with Discrete Wavelet Transforms, Energy Distribution, and Convolutional Neural Networks

Justin London

专题命中 EEG解码：EEG(title,abstract)；分类 eess.SP

2508.08724 2025-08-13 stat.ML cs.LG 57%

Hierarchical Variable Importance with Statistical Control for Medical Data-Based Prediction

Joseph Paillard, Antoine Collas, Denis A. Engemann, Bertrand Thirion

机构 * Roche Pharma Research \& Early Development, F. Hoffmann-La Roche Ltd, Basel, Switzerland Université Paris-Saclay, Inria, CEA, Paris, Palaiseau, France Correspondance

专题命中 EEG解码：EEG(abstract)；分类 cs.LG

Journal ref Information Processing in Medical Imaging. IPMI 2025. Lecture Notes in Computer Science, vol 15830. Springer, Cham