脑机接口 / BCI

Topological Analysis of Seizure-Induced Changes in Brain Hierarchy Through Effective Connectivity

Anass B. El-Yaagoubi, Moo K. Chung, Hernando Ombao

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

An Explainable Deep Learning-Based Method For Schizophrenia Diagnosis Using Generative Data-Augmentation

Mehrshad Saadatinia, Armin Salimi-Badr

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Journal ref IEEE Access, 2024

Jump Plus AM-FM Mode Decomposition

Mojtaba Nazari, Anders Rosendal Korshøj, Naveed ur Rehman

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments 11 pages

Enhancing spatial auditory attention decoding with neuroscience-inspired prototype training

Zelin Qiu, Jianjun Gu, Dingding Yao, Junfeng Li

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

BISeizuRe: BERT-Inspired Seizure Data Representation to Improve Epilepsy Monitoring

Luca Benfenati, Thorir Mar Ingolfsson, Andrea Cossettini, Daniele Jahier Pagliari, Alessio Burrello, Luca Benini

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments 4 pages, 2 tables, 2 figures

Multimodal Physiological Signals Representation Learning via Multiscale Contrasting for Depression Recognition

Kai Shao, Rui Wang, Yixue Hao, Long Hu, Min Chen, Hans Arno Jacobsen

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Fast Learnings of Coupled Nonnegative Tensor Decomposition Using Optimal Gradient and Low-rank Approximation

Xiulin Wang, Jing Liu, Fengyu Cong

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments 15 pages, 6 figures

System Immersion of a Driving Simulator Affects the Oscillatory Brain Activity

Nikol Figalová, Jürgen Pichen, Lewis L. Chuang, Martin Baumann, Olga Pollatos

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Noisy Data Visualization using Functional Data Analysis

Haozhe Chen, Andres Felipe Duque Correa, Guy Wolf, Kevin R. Moon

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Multi-Task Learning for Arousal and Sleep Stage Detection Using Fully Convolutional Networks

Hasan Zan, Abdulnasir Yildiz

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Journal ref Journal of Neural Engineering, vol. 20, p. 056034, 2023

Novel Epileptic Seizure Detection Techniques and their Empirical Analysis

Rabel Guharoy, Nanda Dulal Jana, Suparna Biswas, Lalit Garg

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Could a Computer Architect Understand our Brain?

Valentin Puente-Varona

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

Comparison and Analysis of Cognitive Load under 2D/3D Visual Stimuli

Yu Liu, Chen Song, Yunpeng Yin, Herui Shi, Jinglin Sun, Han Wang, Peiguang Jing

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 9 pages, 13 figures

Understanding Emotional Hijacking in Metaverse

Syed Ali Asif, Philip Gable, Chien-Chung Shen, Yan-Ming Chiou

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments This is an accepted position statement of CHI 2024 Workshop (Novel Approaches for Understanding and Mitigating Emerging New Harms in Immersive and Embodied Virtual Spaces: A Workshop at CHI 2024)

Neurocomputational Phenotypes in Female and Male Autistic Individuals

Michelle McCleod, Sean Borneman, Evie Malaia

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 10 pages, 2 figures, 4 tables. Submitted to Journal of Science and Health, University of Alabama

Neuromorphic Correlates of Artificial Consciousness

Anwaar Ulhaq

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments 13 Pages, 8 Figures

Comparison of On-Orbit Manual Attitude Control Methods for Non-Docking Spacecraft Through Virtual Reality Simulation

Ajit Krishnan, Himanshu Vishwakarma, Maharudra Kharsade, Pradipta Biswas

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

FCNCP: A Coupled Nonnegative CANDECOMP/PARAFAC Decomposition Based on Federated Learning

Yukai Cai, Hang Liu, Xiulin Wang, Hongjin Li, Ziyi Wang, Chuanshuai Yang, Fengyu Cong

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Forged Channel: A Breakthrough Approach for Accurate Parkinson's Disease Classification using Leave-One-Subject-Out Cross-Validation

A. Hamidi, k. Mohamed-Pour, M. Yousefi

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments 5 Pages, 2 Figure, 3 Table

Motiflets -- Simple and Accurate Detection of Motifs in Time Series

Patrick Schäfer, Ulf Leser

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Interactive Sonification for Health and Energy using ChucK and Unity

Yichun Zhao, George Tzanetakis

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments In the Proceedings of the Conference on Sonification of Health and Environmental Data (SoniHED 2022). http://dx.doi.org/10.5281/zenodo.7243950

Journal ref Conference on Sonification of Health and Environmental Data (SoniHED 2022)

Tensions between Preference and Performance: Designing for Visual Exploration of Multi-frequency Medical Network Data

Christian Knoll, Laura Koesten, Isotta Rigoni, Serge Vulliémoz, Torsten Möller

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments 13 pages, 4 figures, 2 tables

Early warning indicators via latent stochastic dynamical systems

Lingyu Feng, Ting Gao, Wang Xiao, Jinqiao Duan

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Alzheimer's disease detection in PSG signals

Lorena Gallego-Viñarás, Juan Miguel Mira-Tomás, Anna Michela-Gaeta, Gerard Pinol-Ripoll, Ferrán Barbé, Pablo M. Olmos, Arrate Muñoz-Barrutia

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments 12 pages, 14 figures. Submitted to IEEE Biomedical and Health Informatics for publication

Multivariate selfsimilarity: Multiscale eigen-structures for selfsimilarity parameter estimation

Charles-Gérard Lucas, Gustavo Didier, Herwig Wendt, Patrice Abry

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments 14 pages, 8 figures

Inter-brain substrates of role switching during mother-child interaction

Yamin Li, Saishuang Wu, Jiayang Xu, Haiwa Wang, Qi Zhu, Wen Shi, Yue Fang, Fan Jiang, Shanbao Tong, Yunting Zhang, Xiaoli Guo

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Riemannian Multinomial Logistics Regression for SPD Neural Networks

Ziheng Chen, Yue Song, Gaowen Liu, Ramana Rao Kompella, Xiaojun Wu, Nicu Sebe

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments Accepted to CVPR 2024

A Lie Group Approach to Riemannian Batch Normalization

Ziheng Chen, Yue Song, Yunmei Liu, Nicu Sebe

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments Accepted by ICLR 2024

State-transition dynamics of resting-state functional magnetic resonance imaging data: Model comparison and test-to-retest analysis

Saiful Islam, Pitambar Khanra, Johan Nakuci, Sarah F. Muldoon, Takamitsu Watanabe, Naoki Masuda

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 27 pages, 7 figures, 9 tables

Journal ref BMC Neurosci 25, 14 (2024)

A Novel method for Schizophrenia classification using nonlinear features and neural networks

Hari Prasad SV

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 4 Pages. 8 Figures, Individual project