Motivation detection using EEG signal analysis by residual-in-residual convolutional neural network

• Main Authors: Chattopadhyay, Soham, Zary, Laila, Quek, Chai, Prasad, Dilip K.
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Deep Learning; EEG
• Online Access: https://hdl.handle.net/10356/162728
• Institution: Nanyang Technological University

While we know that motivated students learn better than non-motivated students but detecting motivation is challenging. Here we present a game-based motivation detection approach from the EEG signals. We take an original approach of using EEG-based brain computer interface to assess if motivation st...