脑机接口 / BCI

Scope and Arbitration in Machine Learning Clinical EEG Classification

Yixuan Zhu, Luke J. W. Canham, David Western

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

Comments 10 pages, 6 figures

Multi-Dimensional Framework for EEG Signal Processing and Denoising Through Tensor-based Architecture

Aryan Govil, Eric Yao, Christina R. Borao

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

Multi-Channel Multi-Domain based Knowledge Distillation Algorithm for Sleep Staging with Single-Channel EEG

Chao Zhang, Yiqiao Liao, Siqi Han, Milin Zhang, Zhihua Wang, Xiang Xie

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

Comments 5 pages, 2 figures, published by IEEE TCAS-II

Journal ref IEEE Transactions on Circuits and Systems II: Express Briefs, 2022, 69(11): 4608-4612

Enhanced EEG-Based Mental State Classification : A novel approach to eliminate data leakage and improve training optimization for Machine Learning

Maxime Girard, Rémi Nahon, Enzo Tartaglione, Van-Tam Nguyen

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

Comments 5 pages, 2 figures, 1 table

EEG-Based Reaction Time Prediction with Fuzzy Common Spatial Patterns and Phase Cohesion using Deep Autoencoder Based Data Fusion

Vivek Singh, Tharun Kumar Reddy

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

Insights into Age-Related Functional Brain Changes during Audiovisual Integration Tasks: A Comprehensive EEG Source-Based Analysis

Prerna Singh, Ayush Tripathi, Lalan Kumar, Tapan Kumar Gandhi

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

EEG Connectivity Analysis Using Denoising Autoencoders for the Detection of Dyslexia

Francisco Jesus Martinez-Murcia, Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Pedro Javier Lopez-Perez, Miguel López-Zamora, Juan Luis Luque

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

Comments 19 pages, 6 figures

Journal ref INT J NEURAL SYST 30 (7), 2020, 2050037

Exploring Emotions in EEG: Deep Learning Approach with Feature Fusion

Danastan Tasaouf Mridula, Abu Ahmed Ferdaus, Tanmoy Sarkar Pias

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

Physiological complexity of EEG as a proxy for dementia risk prediction: a review and preliminary cross-section analysis

Milena Čukić Radenković, Simon Annaheim, Patrick Eggenberger, René Michel Rossi

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

Comments 19 pages, 1 figure, 1 table

Benefit-aware Early Prediction of Health Outcomes on Multivariate EEG Time Series

Shubhranshu Shekhar, Dhivya Eswaran, Bryan Hooi, Jonathan Elmer, Christos Faloutsos, Leman Akoglu

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

Comments arxiv submission

Journal ref Journal of Biomedical Informatics Volume 139, March 2023, 104296

AttentioNet: Monitoring Student Attention Type in Learning with EEG-Based Measurement System

Dhruv Verma, Sejal Bhalla, S. V. Sai Santosh, Saumya Yadav, Aman Parnami, Jainendra Shukla

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

Comments 8 pages, 4 figures, Accepted in AFFECTIVE COMPUTING + INTELLIGENT INTERACTION Conference 2023

Neural modulation enhancement using connectivity-based EEG neurofeedback with simultaneous fMRI for emotion regulation

Amin Dehghani, Hamid Soltanian-Zadeh, Gholam-Ali Hossein-Zadeh

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

Comments 12pages, 5 figures

An Exploration of Optimal Parameters for Efficient Blind Source Separation of EEG Recordings Using AMICA

Gwenevere Frank, Seyed Yahya Shirazi, Jason Palmer, Gert Cauwenberghs, Scott Makeig, Arnaud Delorme

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

Enhancing Epileptic Seizure Detection with EEG Feature Embeddings

Arman Zarei, Bingzhao Zhu, Mahsa Shoaran

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

Genetic algorithm for feature selection of EEG heterogeneous data

Aurora Saibene, Francesca Gasparini

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

Comments accepted by Expert Systems with Applications (see https://www.sciencedirect.com/science/article/abs/pii/S0957417422025076)

Deep learning applied to EEG data with different montages using spatial attention

Dung Truong, Muhammad Abdullah Khalid, Arnaud Delorme

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

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)