脑机接口 / BCI

Towards a Network Expansion Approach for Reliable Brain-Computer Interface

Byeong-Hoo Lee, Kang Yin

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

Comments 4 pages

ARNN: Attentive Recurrent Neural Network for Multi-channel EEG Signals to Identify Epileptic Seizures

Salim Rukhsar, Anil Kumar Tiwari

机构 * IIT Jodhpur（焦特布尔印度理工学院） 纠错

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

Comments 11 pages, 7 figures, Journal Paper

Low-Rank + Sparse Decomposition (LR+SD) for EEG Artifact Removal

Jerome Gilles, Travis Meyer, Pamela K. Douglas

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

Journal ref Proceedings of the Second International Workshop on Sparsity Techniques in Medical Imaging (STMI 2014), Boston, USA, September 2014

Deep Riemannian Networks for End-to-End EEG Decoding

Daniel Wilson, Robin Tibor Schirrmeister, Lukas Alexander Wilhelm Gemein, Tonio Ball

机构 * University of Freiburg（弗莱堡大学） ； Medical Center - University of Freiburg（弗莱堡大学医学中心） ； Faculty of Medicine, University of Freiburg（弗莱堡大学医学院） ； Institute for Machine-Brain Interfacing Technology（机器脑接口技术研究所） 纠错

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

Comments 32 pages, 16 Figures, + Supplementary Material

Topological Feature Search Method for Multichannel EEG: Application in ADHD classification

Tianming Cai, Guoying Zhao, Junbin Zang, Chen Zong, Zhidong Zhang, Chenyang Xue

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

Refining ADHD diagnosis with EEG: The impact of preprocessing and temporal segmentation on classification accuracy

Sandra García-Ponsoda, Alejandro Maté, Juan Trujillo

机构 * University of Alicante（阿利坎特大学） ； Valencian Graduate School and Research Network of Artificial Intelligence（瓦伦西亚人工智能研究生学院与研究网络） 纠错

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

Journal ref Computers in Biology and Medicine, 2024, vol. 183, p. 109305

EEG-DIF: Early Warning of Epileptic Seizures through Generative Diffusion Model-based Multi-channel EEG Signals Forecasting

Zekun Jiang, Wei Dai, Qu Wei, Ziyuan Qin, Kang Li, Le Zhang

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

Comments 9 pages, 4 figures, 3 tables, accepted by ACM BCB 2024

EEGUnity: Open-Source Tool in Facilitating Unified EEG Datasets Towards Large-Scale EEG Model

Chengxuan Qin, Rui Yang, Wenlong You, Zhige Chen, Longsheng Zhu, Mengjie Huang, Zidong Wang

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

EEG-estimated functional connectivity, and not behavior, differentiates Parkinson's patients from health controls during the Simon conflict task

Xiaoxiao Sun, Chongkun Zhao, Sharath Koorathota, Paul Sajda

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

Comments This work is accepted at IEEE EMBC 2024. Personal use is permitted, but republication/redistribution requires IEEE permission. See http://www.ieee.org/publications standards/publications/rights/index.html for more information

Geodesic Optimization for Predictive Shift Adaptation on EEG data

Apolline Mellot, Antoine Collas, Sylvain Chevallier, Alexandre Gramfort, Denis A. Engemann

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

NECOMIMI: Neural-Cognitive Multimodal EEG-informed Image Generation with Diffusion Models

Chi-Sheng Chen

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

Machine Learning to Detect Anxiety Disorders from Error-Related Negativity and EEG Signals

Ramya Chandrasekar, Md Rakibul Hasan, Shreya Ghosh, Tom Gedeon, Md Zakir Hossain

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

Feature Estimation of Global Language Processing in EEG Using Attention Maps

Dai Shimizu, Ko Watanabe, Andreas Dengel

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

SzCORE: A Seizure Community Open-source Research Evaluation framework for the validation of EEG-based automated seizure detection algorithms

Jonathan Dan, Una Pale, Alireza Amirshahi, William Cappelletti, Thorir Mar Ingolfsson, Xiaying Wang, Andrea Cossettini, Adriano Bernini, Luca Benini, Sándor Beniczky, David Atienza, Philippe Ryvlin

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

ConvConcatNet: a deep convolutional neural network to reconstruct mel spectrogram from the EEG

Xiran Xu, Bo Wang, Yujie Yan, Haolin Zhu, Zechen Zhang, Xihong Wu, Jing Chen

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

Comments 2 pages, 1 figure, 2 tables

Journal ref 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)

Differentially Private Multimodal Laplacian Dropout (DP-MLD) for EEG Representative Learning

Xiaowen Fu, Bingxin Wang, Xinzhou Guo, Guoqing Liu, Yang Xiang

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

Complex Emotion Recognition System using basic emotions via Facial Expression, EEG, and ECG Signals: a review

Javad Hassannataj Joloudari, Mohammad Maftoun, Bahareh Nakisa, Roohallah Alizadehsani, Meisam Yadollahzadeh-Tabari

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

Comments 29 pages, 11 figures

A Comprehensive Comparison Between ANNs and KANs For Classifying EEG Alzheimer's Data

Akshay Sunkara, Sriram Sattiraju, Aakarshan Kumar, Zaryab Kanjiani, Himesh Anumala

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

BELT-2: Bootstrapping EEG-to-Language representation alignment for multi-task brain decoding

Jinzhao Zhou, Yiqun Duan, Fred Chang, Thomas Do, Yu-Kai Wang, Chin-Teng Lin

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

PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition

Ming Jin, Enwei Zhu, Changde Du, Huiguang He, Jinpeng Li

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

Parkinson's Disease Classification via EEG: All You Need is a Single Convolutional Layer

Md Fahim Anjum

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

Comments 10 pages, 5 figures

Improving EEG Classification Through Randomly Reassembling Original and Generated Data with Transformer-based Diffusion Models

Mingzhi Chen, Yiyu Gui, Yuqi Su, Yuesheng Zhu, Guibo Luo, Yuchao Yang

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

Using Explainable AI for EEG-based Reduced Montage Neonatal Seizure Detection

Dinuka Sandun Udayantha, Kavindu Weerasinghe, Nima Wickramasinghe, Akila Abeyratne, Kithmin Wickremasinghe, Jithangi Wanigasinghe, Anjula De Silva, Chamira U. S. Edussooriya

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

Comments Paper is accepted to IEEE International Conference on Systems, Man, and Cybernetics (SMC) 2024. Final Version

A Comprehensive Survey on EEG-Based Emotion Recognition: A Graph-Based Perspective

Chenyu Liu, Xinliang Zhou, Yihao Wu, Yi Ding, Liming Zhai, Kun Wang, Ziyu Jia, Yang Liu

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

Classification of Raw MEG/EEG Data with Detach-Rocket Ensemble: An Improved ROCKET Algorithm for Multivariate Time Series Analysis

Adrià Solana, Erik Fransén, Gonzalo Uribarri

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

Comments To be published in European Conference on Machine Learning and Data Mining 2024, 20 pages, 7 figures, 2 tables

Investigating Brain Connectivity and Regional Statistics from EEG for early stage Parkinson's Classification

Amarpal Sahota, Amber Roguski, Matthew W Jones, Zahraa S. Abdallah, Raul Santos-Rodriguez

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

Localization of Brain Activity from EEG/MEG Using MV-PURE Framework

Tomasz Piotrowski, Jan Nikadon, Alexander Moiseev

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

Comments Biomedical Signal Processing and Control, 2021

How Homogenizing the Channel-wise Magnitude Can Enhance EEG Classification Model?

Huyen Ngo, Khoi Do, Duong Nguyen, Viet Dung Nguyen, Lan Dang

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

EEG-SSM: Leveraging State-Space Model for Dementia Detection

Xuan-The Tran, Linh Le, Quoc Toan Nguyen, Thomas Do, Chin-Teng Lin

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

Focused State Recognition Using EEG with Eye Movement-Assisted Annotation

Tian-Hua Li, Tian-Fang Ma, Dan Peng, Wei-Long Zheng, Bao-Liang Lu

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