Sparse deep neural network for encoding and decoding the structural connectome

• Main Authors: Singh, Satya P., Gupta, Sukrit, Rajapakse, Jagath Chandana
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Computer and Information Science; Alzheimer's disease; Brain decoding
• Online Access: https://hdl.handle.net/10356/175759
• Institution: Nanyang Technological University

Brain state classification by applying deep learning techniques on neuroimaging data has become a recent topic of research. However, unlike domains where the data is low dimensional or there are large number of available training samples, neuroimaging data is high dimensional and has few training sa...