脑机接口 / BCI

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)

A standardised open science framework for sharing and re-analysing neural data acquired to continuous stimuli

Giovanni M. Di Liberto, Aaron Nidiffer, Michael J. Crosse, Nathaniel J. Zuk, Stephanie Haro, Giorgia Cantisani, Martin M. Winchester, Aoife Igoe, Ross McCrann, Satwik Chandra, Edmund C. Lalor, Giacomo Baruzzo

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

CALM: Cognitive Assessment using Light-insensitive Model

Akhil Meethal, Anita Paas, Nerea Urrestilla Anguiozar, David St-Onge

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments 9 pages

Identifying Attention-Deficit/Hyperactivity Disorder through the electroencephalogram complexity

Dimitri Marques Abramov, Henrique Santos Lima, Vladimir Lazarev, Paulo Ricardo Galhanone, Constantino Tsallis

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 12 pages,5 figures

Exploring the potential of AI in nurturing learner empathy, prosocial values and environmental stewardship

Kenneth Y T Lim, Minh Anh Nguyen Duc, Minh Tuan Nguyen Thien

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments 14 pages, 8 figures

Classification of High-dimensional Time Series in Spectral Domain using Explainable Features

Sarbojit Roy, Malik Shahid Sultan, Hernando Ombao

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Enhancing Eye-Tracking Performance through Multi-Task Learning Transformer

Weigeng Li, Neng Zhou, Xiaodong Qu

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Journal ref In: Schmorrow, D.D., Fidopiastis, C.M. (eds) Augmented Cognition. HCII 2024 vol 14695 (2024)

Effect of Kernel Size on CNN-Vision-Transformer-Based Gaze Prediction Using Electroencephalography Data

Chuhui Qiu, Bugao Liang, Matthew L Key

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments International Conference on Human-Computer Interaction (HCII 2024)

Diminished circadian and ultradian rhythms of human brain activity in pathological tissue in vivo

Christopher Thornton, Mariella Panagiotopoulou, Fahmida A Chowdhury, Beate Diehl, John S Duncan, Sarah J Gascoigne, Guillermo Besne, Andrew W McEvoy, Anna Miserocchi, Billy C Smith, Jane de Tisi, Peter N Taylor, Yujiang Wang

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

RRAM-Based Bio-Inspired Circuits for Mobile Epileptic Correlation Extraction and Seizure Prediction

Hao Wang, Lingfeng Zhang, Erjia Xiao, Xin Wang, Zhongrui Wang, Renjing Xu

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments 7 pages, 5 figures

Mind the Visual Discomfort: Assessing Event-Related Potentials as Indicators for Visual Strain in Head-Mounted Displays

Francesco Chiossi, Yannick Weiss, Thomas Steinbrecher, Christian Mai, Thomas Kosch

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments To appear at IEEE ISMAR 2024

Simulation of Neural Responses to Classical Music Using Organoid Intelligence Methods

Daniel Szelogowski

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments 10 pages, 9 figures