MLESP workshop has received several submissions. Only 16 papers have been accepted by the program committee.
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MLESP 2021 Accepted Papers
Paper ID: S25201
Title: Seizure prediction with long-term iEEG recordings: What can we learn from data nonstationarity?
Authors: Hongliu Yang, Matthias Eberlein, Jens Müller, and Ronald Tetzlaff
Paper ID: S25202
Title: Adaptive Sequence-Based Stimulus Selection in an ERP-Based Brain-Computer Interface by Thompson Sampling in a Multi-Armed Bandit Problem
Authors: Tianwen Ma, Jane Huggins, and Jian Kang
Paper ID: S25203
Title: Transfer Learning for EEG-based Biometric Verification
Authors: Emanuele Maiorana
Paper ID: S25204
Title: Cross-subject And Cross-device Wearable EEG Emotion Recognition Using Frontal EEG Under Virtual Reality Scenes
Authors: Feng Kuang, Lin Shu, Haoqiang Hua, Shibin Wu, Lulu Zhang, Xiangmin Xu, Yunhe Liu, and Man Jiang
Paper ID: S25205
Title: Automated Data Cleaning for the Muse EEG
Authors: Arnaud Delorme and Jeffery Martin
Paper ID: S25206
Title: Intelligent Feature Selection for EEG Emotion Classification
Authors: Liying Yang, Qing Chen, Qingyang Zhang, and Si Chao
Paper ID: S25207
Title: Predicting learning stages during the serial reaction time task using event-related potentials
Authors: Ishita Arun, Pankaj Pandey, Goldy Yadav, and Krishna Prasad Miyapuram
Paper ID: S25208
Title: Seizure Forecasting from Subcutaneous EEG Using Long Short Term Memory Neural Networks: Algorithm Development and Optimization
Authors: Tal Pal Attia, Pedro F. Viana, Mona Nasseri, Mark P. Richardson, and Benjamin H. Brinkmann
Paper ID: S25209
Title: Validating the wearable MUSE headset for EEG spectral analysis and Frontal Alpha Asymmetry
Authors: Cédric Cannard, Helané Wahbeh, and Arnaud Delorme
Paper ID: S25210
Title: Hyperparameter selection for reliable EEG denoising using ASR: a benchmarking study
Authors: Velu Prabhakar Kumaravel, Marco Buiatti, and Elisabetta Farella
Paper ID: S25211
Title: Assessing learned features of Deep Learning applied to EEG
Authors: Dung Truong, Scott Makeig, and Arnaud Delorme
Paper ID: S25212
Title: A Decoding algorithm for Non-invasive SSVEP-based Drone Flight Control
Authors: Abdelhadi Hireche, Yasmine Zennaia, Redouane Ayad, and Abdelkader Nasreddine Belkacem
Paper ID: S25213
Title: Emotion Recognition from Multi-channel EEG Data through A Dual-pipeline Graph Attention Network
Authors: Xiang Li, Jing Li, Yazhou Zhang, and Prayag Tiwari
Paper ID: B209
Title: EEG Analysis for Intellectual Developmental Disorder
Authors: Kyle Oda and Narges Norouzi
Paper ID: B439
Title: A Grouped Dynamic EEG Channel Selection Method for Emotion Recognition
Authors: Liying Yang, Si Chao, Qingyang Zhang, Pei Ni, and Dunhui Liu
Paper ID: B522
Title: Spiking Neural Networks for Classification of Brain-Computer Interface and Image Data
Authors: Václav Honzík and Roman Mouček
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All accepted papers will be published in the BIBM proceedings and IEEE Xplore Digital Library.
