Deep learning of human brain activation

• Main Author: Chan, Yi Hao
• Other Authors: Jagath C. Rajapakse
• Format: Final Year Project
• Language: English
• Published: 2019
• Subjects: DRNTU::Engineering::Computer science and engineering
• Online Access: http://hdl.handle.net/10356/77363
• Institution: Nanyang Technological University

It has been shown that deep neural networks can be trained to perform classification tasks on neuroimaging data. However, past studies typically use the entire set of features to train without knowing whether they are relevant for the classification task. This poses a problem as there are often many...