Pruning deep neural networks for encoding and decoding the human connectome

• المؤلف الرئيسي: Tang, Sean
• مؤلفون آخرون: Jagath C Rajapakse
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2021
• الموضوعات: Engineering::Computer science and engineering::Computer applications::Life and medical sciences
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/149048
• المؤسسة: Nanyang Technological University

The main focus of this project is to identify biomarkers of neurodegenerative disorders such as Alzheimer’s Disease (AD) and Parkinson’s Disease (PD) in functional Magnetic Resonance Imaging (fMRI) scans. Deep learning models can be used to encode the human functional connectome and classify between...