脑机接口 / BCI

Towards the Automatic Detection of Vection in Virtual Reality Using EEG

Gaël Van der Lee, Anatole Lécuyer, Maxence Naud, Reinhold Scherer, François Cabestaing, Hakim Si-Mohammed

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

SCFNet:A Transferable IIIC EEG Classification Network

Weijin Xu

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

Multi-Branch Mutual-Distillation Transformer for EEG-Based Seizure Subtype Classification

Ruimin Peng, Zhenbang Du, Changming Zhao, Jingwei Luo, Wenzhong Liu, Xinxing Chen, Dongrui Wu

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

Journal ref IEEE Trans. on Neural Systems and Rehabilitation Engineering, 32:831-839, 2024

Limited but consistent gains in adversarial robustness by co-training object recognition models with human EEG

Manshan Guo, Bhavin Choksi, Sari Sadiya, Alessandro T. Gifford, Martina G. Vilas, Radoslaw M. Cichy, Gemma Roig

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

Comments accepted as ECCV HCV workshop 2024 oral presentation

Federated GNNs for EEG-Based Stroke Assessment

Andrea Protani, Lorenzo Giusti, Albert Sund Aillet, Chiara Iacovelli, Giuseppe Reale, Simona Sacco, Paolo Manganotti, Lucio Marinelli, Diogo Reis Santos, Pierpaolo Brutti, Pietro Caliandro, Luigi Serio

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

Comments 13 pages, 5 figures, Proceedings of the II edition of the Workshop on Unifying Representations in Neural Models (UniReps 2024)

An ADHD Diagnostic Interface Based on EEG Spectrograms and Deep Learning Techniques

Medha Pappula, Syed Muhammad Anwar

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

Comments Presented at SIPAIM 2024

Comprehensive Methodology for Sample Augmentation in EEG Biomarker Studies for Alzheimers Risk Classification

Veronica Henao Isaza, David Aguillon, Carlos Andres Tobon Quintero, Francisco Lopera, John Fredy Ochoa Gomez

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

Comments 20 pages, 7 figures, 2 tables

Hybrid Quantum Deep Learning Model for Emotion Detection using raw EEG Signal Analysis

Ali Asgar Chandanwala, Srutakirti Bhowmik, Parna Chaudhury, Sheena Christabel Pravin

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

Quantity versus Diversity: Influence of Data on Detecting EEG Pathology with Advanced ML Models

Martyna Poziomska, Marian Dovgialo, Przemysław Olbratowski, Paweł Niedbalski, Paweł Ogniewski, Joanna Zych, Jacek Rogala, Jarosław Żygierewicz

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

Comments 20 pages, 17 figures

BiT-MamSleep: Bidirectional Temporal Mamba for EEG Sleep Staging

Xinliang Zhou, Yuzhe Han, Zhisheng Chen, Chenyu Liu, Yi Ding, Ziyu Jia, Yang Liu

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

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

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

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

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