Neural network structure for spatio-temporal long-term memory

• Main Authors: Nguyen, Vu Anh, Goh, Wooi Boon, Jachyra, Daniel, Starzyk, Janusz A.
• Other Authors: School of Computer Engineering
• Format: Article
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Computer science and engineering::Computer systems organization::Computer-communication networks
• Online Access: https://hdl.handle.net/10356/99374; http://hdl.handle.net/10220/13514
• Institution: Nanyang Technological University

This paper proposes a neural network structure for spatio-temporal learning and recognition inspired by the long-term memory (LTM) model of the human cortex. Our structure is able to process real-valued and multidimensional sequences. This capability is attained by addressing three critical problems...