脑机接口 / BCI

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

Classification of executive functioning performance post-longitudinal tDCS using functional connectivity and machine learning methods

Akash K Rao, Vishnu K Menon, Shashank Uttrani, Ayushman Dixit, Dipanshu Verma, Varun Dutt

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments 7 pages, presented at the IEEE 20th India Council International Conference (INDICON 2023), Hyderabad, India, December 2023

High-dimensional Functional Graphical Model Structure Learning via Neighborhood Selection Approach

Boxin Zhao, Percy S. Zhai, Y. Samuel Wang, Mladen Kolar

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Proactive Emotion Tracker: AI-Driven Continuous Mood and Emotion Monitoring

Mohammad Asif, Sudhakar Mishra, Ankush Sonker, Sanidhya Gupta, Somesh Kumar Maurya, Uma Shanker Tiwary

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

The iCanClean Algorithm: How to Remove Artifacts using Reference Noise Recordings

Ryan J. Downey, Daniel P. Ferris

专题命中 EEG解码 ：brain computer interface(abstract)；分类 eess.SP

Comments 4 pages, 0 figures

Journal ref Sensors 2023, 23, 8214

Detecting Post-Stroke Aphasia Via Brain Responses to Speech in a Deep Learning Framework

Pieter De Clercq, Corentin Puffay, Jill Kries, Hugo Van Hamme, Maaike Vandermosten, Tom Francart, Jonas Vanthornhout

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments Shared first authors: De Clercq & Puffay

Implicit Gaussian process representation of vector fields over arbitrary latent manifolds

Robert L. Peach, Matteo Vinao-Carl, Nir Grossman, Michael David, Emma Mallas, David Sharp, Paresh A. Malhotra, Pierre Vandergheynst, Adam Gosztolai

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments ICLR 2024 conference paper. Associated code: https://github.com/agosztolai/RVGP

Complete Inference of Causal Relations between Dynamical Systems

Zsigmond Benkő, Ádám Zlatniczki, Marcell Stippinger, Dániel Fabó, András Sólyom, Loránd Erőss, András Telcs, Zoltán Somogyvári

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Attention-Based CNN-BiLSTM for Sleep State Classification of Spatiotemporal Wide-Field Calcium Imaging Data

Xiaohui Zhang, Eric C. Landsness, Hanyang Miao, Wei Chen, Michelle Tang, Lindsey M. Brier, Joseph P. Culver, Jin-Moo Lee, Mark A. Anastasio

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Early Warning Prediction with Automatic Labeling in Epilepsy Patients

Peng Zhang, Ting Gao, Jin Guo, Jinqiao Duan, Sergey Nikolenko

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments 13 pages,4 figures

Real-Time Diagnostic Integrity Meets Efficiency: A Novel Platform-Agnostic Architecture for Physiological Signal Compression

Neel R Vora, Amir Hajighasemi, Cody T. Reynolds, Amirmohammad Radmehr, Mohamed Mohamed, Jillur Rahman Saurav, Abdul Aziz, Jai Prakash Veerla, Mohammad S Nasr, Hayden Lotspeich, Partha Sai Guttikonda, Thuong Pham, Aarti Darji, Parisa Boodaghi Malidarreh, Helen H Shang, Jay Harvey, Kan Ding, Phuc Nguyen, Jacob M Luber

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

The brain uses renewal points to model random sequences of stimuli

Fernando A. Najman, Antonio Galves, Marcela Svarc, Claudia D. Vargas

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 11 pages, 5 figures

Brain-scale Theta Band Functional Connectivity As A Signature of Slow Breathing and Breath-hold Phases

Anusha A. S., Pradeep Kumar G., A. G. Ramakrishnan

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Patient Independent Interictal Epileptiform Discharge Detection

Matthew McDougall, Hezam Albaqami, Ghulam Mubashar Hassan, Amitava Datta

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments Accepted for publication at EMBC 2023

The neural dynamics of auditory word recognition and integration

Jon Gauthier, Roger Levy

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments Published at EMNLP 2023

InfoFlowNet: A Multi-head Attention-based Self-supervised Learning Model with Surrogate Approach for Uncovering Brain Effective Connectivity

Chun-Hsiang Chuang, Shao-Xun Fang, Chih-Sheng Huang, Weiping Ding

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Incomplete resection of the icEEG seizure onset zone is not associated with post-surgical outcomes

Sarah J. Gascoigne, Nathan Evans, Gerard Hall, Csaba Kozma, Mariella Panagiotopoulou, Gabrielle M. Schroeder, Callum Simpson, Christopher Thornton, Frances Turner, Heather Woodhouse, Jess Blickwedel, Fahmida Chowdhury, Beate Diehl, John S. Duncan, Ryan Faulder, Rhys H. Thomas, Kevin Wilson, Peter N. Taylor, Yujiang Wang

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Biomembrane-based Memcapacitive Reservoir Computing System for Energy Efficient Temporal Data Processing

Md Razuan Hossain, Ahmed Salah Mohamed, Nicholas Xavier Armendarez, Joseph S. Najem, Md Sakib Hasan

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments Supplementary information is attached under the main text

Threshold distribution of equal states for quantitative amplitude fluctuations

Yao Wenpo, Yao Wenli, Wang Jun

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Journal ref Physiol. Meas. 44 095004 (2023)

Shorter duration of slow wave sleep is related to symptoms of depression in patients with epilepsy

Stefanía Eyjolfsdóttir, Eugen Trinka, Yvonne Höller

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments accepted in Epilepsy & Behavior on 02.11.23