Explainable AI based neurofeedback in a CNN-BCI for motor imagery classification

• Main Author: Ghosh, Amitrajit
• Other Authors: Guan Cuntai
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Engineering
• Online Access: https://hdl.handle.net/10356/175251
• Institution: Nanyang Technological University

The application of machine learning to brain-computer interfaces has recently garnered great interest due to the significant advancements in the areas of neural networks and deep learning. With the use of state-of-the-art convolutional neural networks, it has become possible to achieve accuracies of...