An interclass margin maximization learning algorithm for evolving spiking neural network

• Main Authors: Dora, Shirin, Sundaram, Suresh, Sundararajan, Narasimhan
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Computer science and engineering; Classification; Multilayer Network
• Online Access: https://hdl.handle.net/10356/150435
• Institution: Nanyang Technological University

This paper presents a new learning algorithm developed for a three layered spiking neural network for pattern classification problems. The learning algorithm maximizes the interclass margin and is referred to as the two stage margin maximization spiking neural network (TMM-SNN). In the structure lea...