Accepted Papers

The MLESP workshop has received several submissions. Only 13 papers have been accepted by the technical program committee.
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MLESP 2024 Accepted Papers

Paper ID: S01202  
Title: Vascular Dementia Characterization by Dynamic Time Warping in the Context of Cognitive Disorders
Authors:
Maxime Bedoin, Bernadette Dorizzi, Jerome Boudy, Kiyoka Kinugawa, and Nesma Houmani

Paper ID: S01203 
Title: Exploring Artificial Neural Network Models for c-VEP Decoding in a Brain-Artificial Intelligence Interface
Authors:
Zhengqing Miao, Anja Meunier, Michal Robert Žák, and Moritz Grosse-Wentrup

Paper ID: S01204 
Title: Biological age from electroencephalographic activity could be decoupled from a gradual stochastic accumulation of pathologies over adulthood
Authors: 
Ostap Kalapun, Alexander Moiseev, George Medvedev, Sam Doesburg, Pengcheng Xi, Sylvain Moreno, Urs Ribary, and Vasily Vakorin

Paper ID: S01206 
Title: EEG-based Seizure Type Classification with Temporal-Spatial-Spectral Attention
Authors: 
Xiaoya Fan, Pengzhi Xu, Wenkui Sun, Shan Yang, Qi Zhao, Chenru Hao, Zengyou He, Zheng Zhao, and Zhong Wang

Paper ID: S01208 
Title: A Framework for Self-Supervised Learning on EEG
Authors: 
Dung Truong, Muhammad Khalid, and Arnaud Delorme

Paper ID: S01209 
Title: Automatic EEG Independent Component Classification Using ICLabel in Python
Authors: 
Arnaud Delorme, Dung Truong, Luca Pion-Tonachini, and Scott Makeig

Paper ID: B867
Title: TFSICNet: A Neural Feature-based Encoder for Visual and Motor Imagery EEG Data
Authors: 
ZongHan Du and ZhongYuan Lai

Paper ID: B879
Title: BCI-Based Motor Imagery EEG Signal Classification Using a Novel Method (EEG-ITT) in Upper-Limb Exoskeleton
Authors: 
Maryam Khoshkhooy Titkanlou, Ehsan Monjezi, and Roman Mouček

Paper ID: B1200
Title: MDAC: EEG Emotion Recognition with Multi-Scale Dual Attention Capsule Network
Authors: 
Huanyu He, Liying Yang, Jingtao Du, Qinyu Hai, Yang Tian, and Jiulin Fu

Paper ID: B1225
Title: 
MBAT: A Multi-Band Adaptive Transformer Model for Seizure Detection and Seizure Onset Zone Localization from Scalp EEG
Authors: 
Chuntao Zhang, Jinjie Guo, Guanglong Zhang, and Guixia Kang

Paper ID: B1288
Title: MEEG and AT-DGNN: Improving EEG Emotion Recognition with Music Introducing and Graph-based Learning
Authors: 
Minghao Xiao, Zhengxi Zhu, Kang Xie, and Bin Jiang

Paper ID: B1601
Title: EEG database of Epileptic Patients
Authors: 
Noor Fatima, Nadeem Ahmad Khan, Rushda Basir, Mujeeb-ur-Rehman Abid Butt, Wala Saadeh, and M. Awais Bin Altaf

Paper ID: B1835
Title: Exploring the Temporal Structure of Scalp EEG for Epilepsy Seizure Prediction
Authors: 
Wenzhuo Shen, Zhiyuan Yang, Guanglong Zhang, and Guixia Kang

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