Machine learning for time series analysis

• Main Author: Wang, Ruyue
• Other Authors: Wen Bihan
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering::Electronic systems::Signal processing
• Online Access: https://hdl.handle.net/10356/166239
• Institution: Nanyang Technological University

The EEG signal is a change in neuronal potential generated by the human brain during activity. Currently, machine learning and deep learning algorithms are widely used in areas such as feature extraction and pattern recognition. In this paper, we propose a deep learning algorithm based on EEGNet mod...