Signal Processing · Electrical Eng. & Systems
EEG based Emotion Recognition: A Tutorial and Review
Xiang Li, Yazhou Zhang, Prayag Tiwari, Dawei Song +5
2022-03-23
Signal Processing · Electrical Eng. & Systems
Deep Learning in EEG: Advance of the Last Ten-Year Critical Period
Shu Gong, Kaibo Xing, Andrzej Cichocki, Junhua Li
2021-05-24
Computer Vision and Pattern Recognition · Computer Science
Comprehensive Review of EEG-to-Output Research: Decoding Neural Signals into Images, Videos, and Audio
Yashvir Sabharwal, Balaji Rama
2024-12-31
Machine Learning · Computer Science
Analyzing EEG Data with Machine and Deep Learning: A Benchmark
Danilo Avola, Marco Cascio, Luigi Cinque, Alessio Fagioli +3
2022-03-21
Signal Processing · Electrical Eng. & Systems
A Survey of Spatio-Temporal EEG data Analysis: from Models to Applications
Pengfei Wang, Huanran Zheng, Silong Dai, Yiqiao Wang +3
2025-01-09
Artificial Intelligence · Computer Science
Neuronal Spectral Analysis of EEG and Expert Knowledge Integration for Automatic Classification of Sleep Stages
Nizar Kerkeni, Frederic Alexandre, Mohamed Hedi Bedoui, Laurent Bougrain +1
2007-05-23
Machine Learning · Computer Science
A Simple Review of EEG Foundation Models: Datasets, Advancements and Future Perspectives
Junhong Lai, Jiyu Wei, Lin Yao, Yueming Wang
2025-09-23
Human-Computer Interaction · Computer Science
Review of the Use of Electroencephalography as an Evaluation Method for Human-Computer Interaction
Jérémy Frey, Christian Mühl, Fabien Lotte, Martin Hachet
2013-11-12
Machine Learning · Computer Science
EEGAgent: A Unified Framework for Automated EEG Analysis Using Large Language Models
Sha Zhao, Mingyi Peng, Haiteng Jiang, Tao Li +2
2025-12-01
Machine Learning · Computer Science
Deep learning-based electroencephalography analysis: a systematic review
Yannick Roy, Hubert Banville, Isabela Albuquerque, Alexandre Gramfort +2
2019-01-23
Machine Learning · Computer Science
A streamable large-scale clinical EEG dataset for Deep Learning
Dung Truong, Manisha Sinha, Kannan Umadevi Venkataraju, Michael Milham +1
2022-04-14
Computer Vision and Pattern Recognition · Computer Science
A Tale of Single-channel Electroencephalogram: Devices, Datasets, Signal Processing, Applications, and Future Directions
Yueyang Li, Weiming Zeng, Wenhao Dong, Di Han +7
2025-03-18
Human-Computer Interaction · Computer Science
EEGLog: Lifelogging EEG Data When You Listen to Music
Jiyang Li, Ann Gina Konnayil, Adam Russell, Dingran Wang +3
2022-11-29
Signal Processing · Electrical Eng. & Systems
Opportunities and Challenges of Deep Learning Methods for Electrocardiogram Data: A Systematic Review
Shenda Hong, Yuxi Zhou, Junyuan Shang, Cao Xiao +1
2020-05-04
Machine Learning · Computer Science
Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic Setting
Kwanhyung Lee, Hyewon Jeong, Seyun Kim, Donghwa Yang +2
2022-03-22
Machine Learning · Computer Science
Automated Human Mind Reading Using EEG Signals for Seizure Detection
Virender Ranga, Shivam Gupta, Jyoti Meena, Priyansh Agrawal
2021-11-08