脑机接口 / BCI

Reducing Intraspecies and Interspecies Covariate Shift in Traumatic Brain Injury EEG of Humans and Mice Using Transfer Euclidean Alignment

Manoj Vishwanath, Steven Cao, Nikil Dutt, Amir M. Rahmani, Miranda M. Lim, Hung Cao

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

A Multi Constrained Transformer-BiLSTM Guided Network for Automated Sleep Stage Classification from Single-Channel EEG

Farhan Sadik, Md Tanvir Raihan, Rifat Bin Rashid, Minhjaur Rahman, Sabit Md Abdal, Shahed Ahmed, Talha Ibn Mahmud

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

Markov Chain-Guided Graph Construction and Sampling Depth Optimization for EEG-Based Mental Disorder Detection

Yihan Wu, Tao Chang, Peng Xu, Yangsong Zhang

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

Comments 5 figures, 4 tables

BCGGAN: Ballistocardiogram artifact removal in simultaneous EEG-fMRI using generative adversarial network

Guang Lin, Jianhai Zhang, Yuxi Liu, Tianyang Gao, Wanzeng Kong, Xu Lei, Tao Qiu

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

Journal ref Journal of Neuroscience Methods, Volume 371, 2022, 109498

EEG-Derived Voice Signature for Attended Speaker Detection

Hongxu Zhu, Siqi Cai, Yidi Jiang, Qiquan Zhang, Haizhou Li

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

Comments 8 pages, 2 figures

Functional Neural Networks: Shift invariant models for functional data with applications to EEG classification

Florian Heinrichs, Mavin Heim, Corinna Weber

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

Comments 16 pages, 9 figures

Evaluation of Parkinsons disease with early diagnosis using single-channel EEG features and auditory cognitive assessment

Lior Molcho, Neta B. Maimon, Neomi Hezi, Talya Zeimer, Nathan Intrator, Tanya Gurevich

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

ViT2EEG: Leveraging Hybrid Pretrained Vision Transformers for EEG Data

Ruiqi Yang, Eric Modesitt

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

Comments 8 pages, 6 for article, 1 for citation, 1 for appendix. Accepted to KDD-UC 2023

Quantifying interictal intracranial EEG to predict focal epilepsy

Ryan S Gallagher, Nishant Sinha, Akash R Pattnaik, William K. S. Ojemann, Alfredo Lucas, Joshua J. LaRocque, John M Bernabei, Adam S Greenblatt, Elizabeth M Sweeney, H Isaac Chen, Kathryn A Davis, Erin C Conrad, Brian Litt

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

Comments 25 pages, 4 Figures, 1 table

How time window influences biometrics performance: an EEG-based fingerprints connectivity study

Luca Didaci, Sara Maria Pani, Claudio Frongia, Matteo Fraschini

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

The WQN algorithm for EEG artifact removal in the absence of scale invariance

Matteo Dora, Stéphane Jaffard, David Holcman

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

Measuring User Experience of Adaptive User Interfaces using EEG: A Replication Study

Daniel Gaspar-Figueiredo, Silvia Abrahão, Emilio Insfrán, Jean Vanderdonckt

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

Comments 10 pages, 4 figures, 2 tables, 34 references, International Conference on Evaluation and Assessment in Software Engineering (EASE '23)

Topological comparison of some dimension reduction methods using persistent homology on EEG data

Eddy Kwessi

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

A Classification Model for Sensing Human Trust in Machines Using EEG and GSR

Kumar Akash, Wan-Lin Hu, Neera Jain, Tahira Reid

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

Comments 20 pages

Journal ref ACM Trans. Interact. Intell. Syst. 8, 4, Article 27 (December 2018)

Normative brain mapping using scalp EEG and potential clinical application

Vytene Janiukstyte, Thomas W Owen, Umair J Chaudhary, Beate Diehl, Louis Lemieux, John S Duncan, Jane de Tisi, Yujiang Wang, Peter N Taylor

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

Comments 4 figures

Monitoring mental workload by EEG during a game in Virtual Reality

Lina-Estelle Linelle Louis, Saïd Moussaoui, Vincent Roualdes, Aurélien van Langhenhove, Sébastien Ravoux, Isabelle Milleville-Pennel

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

Comments IHM'23 - 34e Conf{é}rence Internationale Francophone sur l'Interaction Humain-Machine, AFIHM; Universit{é} de Technologie de Troyes, Apr 2023, Troyes, France

Driver Drowsiness Detection with Commercial EEG Headsets

Qazal Rezaee, Mehdi Delrobaei, Ashkan Giveki, Nasireh Dayarian, Sahar Javaher Haghighi

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

Comments 546 Preprint version of the manuscript published in the proceedings of the 10th RSI International Conference on Robotics and Mechatronics (ICRoM 2022), Nov. 15-18, 2022, Tehran, Iran

Relate auditory speech to EEG by shallow-deep attention-based network

Fan Cui, Liyong Guo, Lang He, Jiyao Liu, ErCheng Pei, Yujun Wang, Dongmei Jiang

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

EEG source localization analysis in epileptic children during a visual working-memory task

Evangelos Galaris, Ioannis Gallos, Ivan Myatchin, Lieven Lagae, Constantinos Siettos

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

Journal ref International Journal of Numerical Methods in Biomedical Engineering, 36:e3404, 2020

Detecting post-stroke aphasia using EEG-based neural envelope tracking of natural speech

Pieter De Clercq, Jill Kries, Ramtin Mehraram, Jonas Vanthornhout, Tom Francart, Maaike Vandermosten

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

Predicting EEG Responses to Attended Speech via Deep Neural Networks for Speech

Emina Alickovic, Tobias Dorszewski, Thomas U. Christiansen, Kasper Eskelund, Leonardo Gizzi, Martin A. Skoglund, Dorothea Wendt

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

Annotating Covert Hazardous Driving Scenarios Online: Utilizing Drivers' Electroencephalography (EEG) Signals

Chen Zheng, Muxiao Zi, Wenjie Jiang, Mengdi Chu, Yan Zhang, Jirui Yuan, Guyue Zhou, Jiangtao Gong

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

An EEG-based Experiment on VR Sickness and Postural Instability While Walking in Virtual Environments

Carlos Alfredo Tirado Cortes, Chin-Teng Lin, Tien-Thong Nguyen Do, Hsiang-Ting Chen

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

Comments Accepted by IEEE VR 2023

Temporal stability of intracranial EEG abnormality maps for localising epileptogenic tissue

Yujiang Wang, Gabrielle M Schroeder, Jonathan J Horsley, Mariella Panagiotopoulou, Fahmida A Chowdhury, Beate Diehl, John S Duncan, Andrew W McEvoy, Anna Miserocchi, Jane de Tisi, Peter N Taylor

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

Data Poisoning Attacks on EEG Signal-based Risk Assessment Systems

Zhibo Zhang, Sani Umar, Ahmed Y. Al Hammadi, Sangyoung Yoon, Ernesto Damiani, Chan Yeob Yeun

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

Comments 2nd International Conference on Business Analytics For Technology and Security (ICBATS)

Variational Autoencoder Learns Better Feature Representations for EEG-based Obesity Classification

Yuan Yue, Jeremiah D. Deng, Dirk De Ridder, Patrick Manning, Divya Adhia

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

Comments 8 pages, 6 figures

Approximating DTW with a convolutional neural network on EEG data

Hugo Lerogeron, Romain Picot-Clemente, Alain Rakotomamonjy, Laurent Heutte

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

Hearables: Ear EEG Based Driver Fatigue Detection

Metin C. Yarici, Pierluigi Amadori, Harry Davies, Takashi Nakamura, Nico Lingg, Yiannis Demiris, Danilo P. Mandic

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

MICAL: Mutual Information-Based CNN-Aided Learned Factor Graphs for Seizure Detection from EEG Signals

Bahareh Salafian, Eyal Fishel Ben-Knaan, Nir Shlezinger, Sandrine de Ribaupierre, Nariman Farsad

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

Dreamento: an open-source dream engineering toolbox for sleep EEG wearables

Mahdad Jafarzadeh Esfahani, Amir Hossein Daraie, Paul Zerr, Frederik D. Weber, Martin Dresler

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