Simplex Memory Neural Networks

✍ Scribed by Jinwen Ma

• Book ID: 104348731
• Publisher: Elsevier Science
• Year: 1997
• Tongue: English
• Weight: 396 KB
• Volume: 10
• Category: Article
• ISSN: 0893-6080
• DOI: 10.1016/s0893-6080(96)00059-7

✦ Synopsis

The biological neural network-simplex memory neural network-is proposed to describe the mechanisms of pattern memory in the brain. A mathematical model of the simplex memory neural network is constructed to memorize any binary pattern with content-addressable memory fmction. Under Hebbian learning rule, the new network has some important fmctions ti accord with the learning and memory behaviors of the brain.