脑机接口 / BCI

Bispectrum Analysis of Noninvasive EEG Signals Discriminates Complex and Natural Grasp Types

Sima Ghafoori, Ali Rabiee, Anna Cetera, Reza Abiri

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

Comments 4 pages, 3 figures, 12 references, 4 authors, conference paper

Self-supervised speech representation and contextual text embedding for match-mismatch classification with EEG recording

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

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

Comments 2 pages, 2 figures, accepted by ICASSP 2024

Advancing EEG/MEG Source Imaging with Geometric-Informed Basis Functions

Song Wang, Chen Wei, Kexin Lou, Dongfeng Gu, Quanying Liu

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

Prediction of multitasking performance post-longitudinal tDCS via EEG-based functional connectivity and machine learning methods

Akash K Rao, Shashank Uttrani, Vishnu K Menon, Darshil Shah, Arnav Bhavsar, Shubhajit Roy Chowdhury, Varun Dutt

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

Comments 16 pages, presented at the 30th International Conference on Neural Information Processing (ICONIP2023), Changsha, China, November 2023

LightSleepNet: Design of a Personalized Portable Sleep Staging System Based on Single-Channel EEG

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

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

Comments 5 pages, 3 figures, published by IEEE TCAS-II

Journal ref IEEE Transactions on Circuits and Systems II: Express Briefs, 2021, 69(1): 224-228

EEG-based Cognitive Load Estimation of Acoustic Parameters for Data Sonification

Gulshan Sharma, Surbhi Madan, Maneesh Bilalpur, Abhinav Dhall, Ramanathan Subramanian

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

Deep Fuzzy Framework for Emotion Recognition using EEG Signals and Emotion Representation in Type-2 Fuzzy VAD Space

Mohammad Asif, Noman Ali, Sudhakar Mishra, Anushka Dandawate, Uma Shanker Tiwary

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

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