脑机接口 / BCI

Spatiotemporal Sparse Bayesian Learning with Applications to Compressed Sensing of Multichannel Physiological Signals

Zhilin Zhang, Tzyy-Ping Jung, Scott Makeig, Zhouyue Pi, Bhaskar D. Rao

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

Comments Codes are available at: https://sites.google.com/site/researchbyzhang/stsbl

Journal ref IEEE Transactions On Neural Systems And Rehabilitation Engineering, Vol. 22, No. 6, pp. 1186-1197, November 2014

Bayesian Odds-Ratio Filters: A Template-Based Method for Online Detection of P300 Evoked Responses

Asim M. Mubeen, Kevin H. Knuth

专题命中 EEG解码 ：BCI(abstract)；brain computer interface(abstract)；EEG(abstract)；分类 q-bio.NC

Comments 9 pages, 3 figures

Multiple Time Series Fusion Based on LSTM An Application to CAP A Phase Classification Using EEG

Fábio Mendonça, Sheikh Shanawaz Mostafa, Diogo Freitas, Fernando Morgado-Dias, Antonio G. Ravelo-García

专题命中 EEG解码 ：EEG(title)；分类 eess.SP、cs.LG

Comments 47 pages, 7 figures, 4 tables, for journal publication

Performance Modeling for Correlation-based Neural Decoding of Auditory Attention to Speech

Simon Geirnaert, Jonas Vanthornhout, Tom Francart, Alexander Bertrand

机构 * KU Leuven institute for AI（KU莱顿人工智能研究所） ； KU Leuven（KU莱顿大学） 纠错

专题命中 EEG解码 ：neural decoding(title)；分类 q-bio.NC、eess.SP

Dual-Task Graph Neural Network for Joint Seizure Onset Zone Localization and Outcome Prediction using Stereo EEG

Syeda Abeera Amir, Artur Agaronyan, William Gaillard, Chima Oluigbo, Syed Muhammad Anwar

专题命中 EEG解码 ：EEG(title)；分类 q-bio.NC、eess.SP

Emotion Classification from Multi-Channel EEG Signals Using HiSTN: A Hierarchical Graph-based Spatial-Temporal Approach

Dongyang Kuang, Xinyue Song, Craig Michoski

专题命中 EEG解码 ：EEG(title)；分类 eess.SP、cs.LG

Comments Draft

A TDM-based Analog Front-End for Ear-EEG Recording with 74.5-GΩ Input Impedance, 384-mV DC Tolerance and 0.27-μVrms Input-Referred Noise

Huiyong Zheng, Wenning Jiang, Xiao Liu

专题命中 EEG解码 ：EEG(title)；分类 eess.SP、cs.HC

Decoding EEG-based Workload Levels Using Spatio-temporal Features Under Flight Environment

Dae-Hyeok Lee, Sung-Jin Kim, Si-Hyun Kim, Seong-Whan Lee

专题命中 EEG解码 ：EEG(title)；分类 eess.SP、cs.LG

Comments 5 pages, 3 figures, 1 table, 1 algorithm

Optimal EEG Electrode Set for Emotion Recognition From Brain Signals: An Empirical Quest

Rumman Ahmed Prodhan, Sumya Akter, Tanmoy Sarkar Pias, Md. Akhtaruzzaman Adnan

专题命中 EEG解码 ：EEG(title)；分类 eess.SP、cs.LG

Neural Network Entropy (NNetEn): Entropy-Based EEG Signal and Chaotic Time Series Classification, Python Package for NNetEn Calculation

Andrei Velichko, Maksim Belyaev, Yuriy Izotov, Murugappan Murugappan, Hanif Heidari

专题命中 EEG解码 ：EEG(title)；分类 eess.SP、cs.LG

Comments 26 pages, 18 figures, 2 tables

Journal ref Algorithms 2023, 16, 255

Learning Generative Factors of EEG Data with Variational auto-encoders

Maksim Zhdanov, Saskia Steinmann, Nico Hoffmann

专题命中 EEG解码 ：EEG(title)；分类 q-bio.NC、cs.LG

Comments Accepted to DGM4MICCAI workshop at MICCAI 2022

Imaging the time series of one single referenced EEG electrode for Epileptic Seizures Risk Analysis

Tiago Leal, Antonio Dourado, Fabio Lopes, Cesar Teixeira

专题命中 EEG解码 ：EEG(title)；分类 eess.SP、cs.LG

Comments 11 pages, 5 figures, 3 tables. arXiv admin note: text overlap with arXiv:2204.07034

Automatic Sleep Staging of EEG Signals: Recent Development, Challenges, and Future Directions

Huy Phan, Kaare Mikkelsen

专题命中 EEG解码 ：EEG(title)；分类 eess.SP、cs.LG

Comments This article has been published in the Physiological Measurement journal

Exploiting EEG Signals for Eye Motion Tracking

R. Kovtun, S. Radchenko, A. Netreba, O. Sudakov, R. Natarov, Z. Dyka, I. Kabin, P. Langendörfer

专题命中 EEG解码 ：EEG(title)；分类 eess.SP、cs.HC

Comments 5 pages

Journal ref 2020 IEEE East-West Design & Test Symposium (EWDTS), 2020, pp. 1-5

Feature matching as improved transfer learning technique for wearable EEG

Elisabeth R. M. Heremans, Huy Phan, Amir H. Ansari, Pascal Borzée, Bertien Buyse, Dries Testelmans, Maarten De Vos

专题命中 EEG解码 ：EEG(title)；分类 eess.SP、cs.LG

Comments 14 pages, 6 figues

An electronic neuromorphic system for real-time detection of High Frequency Oscillations (HFOs) in intracranial EEG

Mohammadali Sharifshazileh, Karla Burelo, Johannes Sarnthein, Giacomo Indiveri

专题命中 EEG解码 ：EEG(title)；分类 q-bio.NC、eess.SP

Comments 16 pages. A short video describing the rationale underlying the study can be viewed on https://youtu.be/NuAA91fdmaM

Selection of Proper EEG Channels for Subject Intention Classification Using Deep Learning

Ghazale Ghorbanzade, Zahra Nabizadeh-ShahreBabak, Shadrokh Samavi, Nader Karimi, Ali Emami, Pejman Khadivi

专题命中 EEG解码 ：EEG(title)；分类 q-bio.NC、eess.SP

Comments 10 pages 2 figures

TRIER: Template-Guided Neural Networks for Robust and Interpretable Sleep Stage Identification from EEG Recordings

Taeheon Lee, Jeonghwan Hwang, Honggu Lee

专题命中 EEG解码 ：EEG(title)；分类 eess.SP、cs.LG

Comments 10 pages, 5 figures, written in cikm format

Transfer entropy applied on EEG in depression reveals aberrated dynamics

Milena Cukic, Slavoljub Radenkovic, Miodrag Stokic, Danka Savic

专题命中 EEG解码 ：EEG(title)；分类 q-bio.NC、cs.LG

Comments 23 pages, 1 figure

Classification of grasping tasks based on EEG-EMG coherence

Giulia Cisotto, Anna V. Guglielmi, Leonardo Badia, Andrea Zanella

专题命中 EEG解码 ：EEG(title)；分类 q-bio.NC、eess.SP

Journal ref 2018 IEEE 20th International Conference on e-Health Networking, Applications and Services (Healthcom)

Hazard recognition in an immersive virtual environment: Framework for the simultaneous analysis of visual search and EEG patterns

Mojtaba Noghabaei, Kevin Han

专题命中 EEG解码 ：EEG(title)；分类 eess.SP、cs.HC

Using Deep Learning and Machine Learning to Detect Epileptic Seizure with Electroencephalography (EEG) Data

Haotian Liu, Lin Xi, Ying Zhao, Zhixiang Li

专题命中 EEG解码 ：EEG(title)；分类 eess.SP、cs.LG

End-to-end Sleep Staging with Raw Single Channel EEG using Deep Residual ConvNets

Ahmed Imtiaz Humayun, Asif Shahriyar Sushmit, Taufiq Hasan, Mohammed Imamul Hassan Bhuiyan

专题命中 EEG解码 ：EEG(title)；分类 eess.SP、cs.LG

Comments 5 pages, 3 Figures, Appendix, IEEE BHI 2019

Compensated Integrated Gradients to Reliably Interpret EEG Classification

Kazuki Tachikawa, Yuji Kawai, Jihoon Park, Minoru Asada

专题命中 EEG解码 ：EEG(title)；分类 eess.SP、cs.LG

Comments Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:1811.07216

Classification of Epileptic EEG Signals by Wavelet based CFC

Amirmasoud Ahmadi, Mahsa Behroozi, Vahid Shalchyan, Mohammad Reza Daliri

专题命中 EEG解码 ：EEG(title)；分类 q-bio.NC、eess.SP

Comments Electroencephalogram; Wavelet Decomposition; Cross Frequency Coupling;Quadratic Discriminant Analysis; T-test Feature Selection

Journal ref Electrical-Electronics & Biomedical Engineering and Computer Science in 2018 (EBBT 2018)

A reworked SOBI algorithm based on SCHUR Decomposition for EEG data processing

Kalogiannis Gregory, Karampelas Nikolaos, Hassapis George

专题命中 EEG解码 ：EEG(title)；分类 eess.SP、cs.HC

Influence of Video Dynamics on EEG-based Single-Trial Video Target Surveillance System

Heon-Gyu Kwak, Sung-Jin Kim, Hyeon-Taek Han, Ji-Hoon Jeong, Seong-Whan Lee

专题命中 EEG解码 ：EEG(title)；分类 cs.HC；BCI(comments)

Comments 2024 International BCI winter conference accepted paper

Neural-Driven Image Editing

神经驱动的图像编辑

Pengfei Zhou, Jie Xia, Xiaopeng Peng, Wangbo Zhao, Zilong Ye, Zekai Li, Suorong Yang, Jiadong Pan, Yuanxiang Chen, Ziqiao Wang, Kai Wang, Qian Zheng, Hao Jin, Xiaojun Chang, Gang Pan, Shurong Dong, Kaipeng Zhang, Yang You

机构 * NUS（国立新加坡大学） ； ZJU（浙江大学） ； RIT（罗切斯特理工学院） ； NJU（南京大学） ； USTC（中国科学技术大学） ； Shanghai AI Lab（上海人工智能实验室） ； SII（上海信息所） ； Hangzhou RongNao Tech（杭州融纳科技） 纠错

专题命中 EEG解码 ：brain-computer interface(abstract)；EEG(abstract)；neural signal(abstract)

AI总结 LoongX通过多模态神经信号驱动图像编辑，结合扩散模型和对比学习实现高性能图像编辑任务。

Comments 22 pages, 14 figures

Decoding Selective Auditory Attention to Musical Elements in Ecologically Valid Music Listening

解码生态化音乐聆听中对音乐元素的选择性听觉注意

Taketo Akama, Zhuohao Zhang, Tsukasa Nagashima, Takagi Yutaka, Shun Minamikawa, Natalia Polouliakh

机构 * Sony Computer Science Laboratories, Inc（索尼计算机科学实验室） 纠错

专题命中 EEG解码 ：EEG(abstract)；neural decoding(abstract)；分类 q-bio.NC、eess.SP、cs.LG

AI总结 本文首次利用消费级EEG设备解码真实录音室歌曲中听众对音乐元素的选择性注意，展示了在自然聆听环境下可行的神经解码方法。

Uncertainty Quantification in Machine Learning for Biosignal Applications -- A Review

Ivo Pascal de Jong, Andreea Ioana Sburlea, Matias Valdenegro-Toro

机构 * RUG（鲁文大学） 纠错

专题命中 EEG解码 ：brain-computer interface(abstract)；EEG(abstract)；分类 eess.SP、cs.LG、cs.HC

Comments 30 pages, 24 figures, 3 tables