脑机接口 / BCI

Cognitive Assessment and Training in Extended Reality: Multimodal Systems, Clinical Utility, and Current Challenges

Palmira Victoria González-Erena, Sara Fernández-Guinea, Panagiotis Kourtesis

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Targeted Adversarial Denoising Autoencoders (TADA) for Neural Time Series Filtration

Benjamin J. Choi, Griffin Milsap, Clara A. Scholl, Francesco Tenore, Mattson Ogg

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments [Accepted] Artificial Intelligence for Time Series Analysis (AI4TS): Theory, Algorithms, and Applications @ AAAI 2025, Philadelphia, PA, USA

SelectiveFinetuning: Enhancing Transfer Learning in Sleep Staging through Selective Domain Alignment

Siyuan Zhao, Chenyu Liu, Yi Ding, Xinliang Zhou

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments Accepted by ICASSP 2025

Towards Decoding Developer Cognition in the Age of AI Assistants

Ebtesam Al Haque, Chris Brown, Thomas D. LaToza, Brittany Johnson

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments SANER 2025 Registered Report

Symbolic dynamics of joint brain states during dyadic coordination

Italo Ivo Lima Dias Pinto, Zhibin Zhou, Javier O. Garcia, Ramesh Srinivasan

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 13 pages, 5 figures

Journal ref Chaos: An Interdisciplinary Journal of Nonlinear Science, 35(1):013110, 01 2025

Preictal Period Optimization for Deep Learning-Based Epileptic Seizure Prediction

Petros Koutsouvelis, Bartlomiej Chybowski, Alfredo Gonzalez-Sulser, Shima Abdullateef, Javier Escudero

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Ensemble Machine Learning Model for Inner Speech Recognition: A Subject-Specific Investigation

Shahamat Mustavi Tasin, Muhammad E. H. Chowdhury, Shona Pedersen, Malek Chabbouh, Diala Bushnaq, Raghad Aljindi, Saidul Kabir, Anwarul Hasan

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments 13 Figures, 3 Tables

Fatigue Monitoring Using Wearables and AI: Trends, Challenges, and Future Opportunities

Kourosh Kakhi, Senthil Kumar Jagatheesaperumal, Abbas Khosravi, Roohallah Alizadehsani, U Rajendra Acharya

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments 43 pages, 18 figures, 2 tables

LG-Sleep: Local and Global Temporal Dependencies for Mice Sleep Scoring

Shadi Sartipi, Mie Andersen, Natalie Hauglund, Celia Kjaerby, Verena Untiet, Maiken Nedergaard, Mujdat Cetin

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams

Kutalmış Coşkun, Borahan Tümer, Bjarne C. Hiller, Martin Becker

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments 20 pages, 8 figures

Enhanced average for event-related potential analysis using dynamic time warping

Mario Molina, Lorenzo J. Tardon, Ana M. Barbancho, Irene De-Torres, Isabel Barbancho

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments 11 pages

Journal ref Biomed. Signal Proces. and Cont.,Vol.87,2024

Hierarchical Trait-State Model for Decoding Dyadic Social Interactions

Qianying Wu, Shigeki Nakauchi, Mohammad Shehata, Shinsuke Shimojo

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

DARNet: Dual Attention Refinement Network with Spatiotemporal Construction for Auditory Attention Detection

Sheng Yan, Cunhang fan, Hongyu Zhang, Xiaoke Yang, Jianhua Tao, Zhao Lv

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Brain waves are a repetition of a pause and an activity

Chika Koyama

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 26 pages, 6 figures, 6 supplementary figures

Single-channel electroencephalography decomposition by detector-atom network and its pre-trained model

Hiroshi Higashi

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Enhancing Neural Network Interpretability with Feature-Aligned Sparse Autoencoders

Luke Marks, Alasdair Paren, David Krueger, Fazl Barez

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Elliptical Wishart distributions: information geometry, maximum likelihood estimator, performance analysis and statistical learning

Imen Ayadi, Florent Bouchard, Frédéric Pascal

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

osl-ephys: A Python toolbox for the analysis of electrophysiology data

Mats W. J. van Es, Chetan Gohil, Andrew J. Quinn, Mark W. Woolrich

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Effects of Human Avatar Representation in Virtual Reality on Inter-Brain Connection

Enes Yigitbas, Christian Kaltschmidt

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments Paper Preprint, accepted at the 8th International Conference on Artificial Intelligence and Virtual Reality (AIVR 24)

Dynamical Embedding of Single Channel Electroencephalogram for Artifact Subspace Reconstruction

Doli Hazarika, Vishnu KN, Ramdas Ransing, Cota Navin Gupta

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Journal ref Sensors 2024, 24, 6734

BSD: a Bayesian framework for parametric models of neural spectra

Johan Medrano, Nicholas A. Alexander, Robert A. Seymour, Peter Zeidman

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 18 pages

Challenges of Driver Drowsiness Prediction: The Remaining Steps to Implementation

Emma Perkins, Chiranjibi Sitaula, Michael Burke, Faezeh Marzbanrad

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments This work has been submitted to the IEEE for possible publication. 17 Pages, 9 tables, 9 figures

A contrastive-learning approach for auditory attention detection

Seyed Ali Alavi Bajestan, Mark Pitt, Donald S. Williamson

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Are uGLAD? Time will tell!

Shima Imani, Harsh Shrivastava

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Intuitive interaction flow: A Dual-Loop Human-Machine Collaboration Task Allocation Model and an experimental study

Jiang Xu, Qiyang Miao, Ziyuan Huang, Yilin Lu, Lingyun Sun, Tianyang Yu, Jingru Pei, Qichao Zhao

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Pre-Ictal Seizure Prediction Using Personalized Deep Learning

Shriya Jaddu, Sidh Jaddu, Camilo Gutierrez, Quincy K. Tran

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Bayes-CATSI: A variational Bayesian deep learning framework for medical time series data imputation

Omkar Kulkarni, Rohitash Chandra

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Exploring Brain Network Organization in Alzheimer Disease and Frontotemporal Dementia: A Crossplot Transition Entropy Approach

Shivani Ranjan, Lalan Kumar

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Using Virtual Reality as a Simulation Tool for Augmented Reality Virtual Windows: Effects on Cognitive Workload and Task Performance

Tianyu Liu, Weiping He, Mark Billinghurst

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

An Ultra-Low Power Wearable BMI System with Continual Learning Capabilities

Lan Mei, Thorir Mar Ingolfsson, Cristian Cioflan, Victor Kartsch, Andrea Cossettini, Xiaying Wang, Luca Benini

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments 12 pages, 8 figures, to be published in IEEE Transactions on Biomedical Circuits and Systems (TBioCAS)