Neural network structure for spatio-temporal long-term memory : theory and applications

• Main Author: Nguyen, Vu Anh.
• Other Authors: Goh Wooi Boon
• Format: Theses and Dissertations
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: http://hdl.handle.net/10356/52462
• Institution: Nanyang Technological University

This thesis presents a novel spatio-temporal neural network that is inspired by the Long-Term Memory (LTM) structure of the human cortex. The proposed LTM neural network model processes real-valued multi-dimensional data sequences and is designed to addresses three critical problems in robust sequen...