An interclass margin maximization learning algorithm for evolving spiking neural network

• Main Authors: Dora, Shirin, Sundaram, Suresh, Sundararajan, Narasimhan
• 其他作者: School of Computer Science and Engineering
• 格式: Article
• 語言: English
• 出版: 2021
• 主題: Engineering::Computer science and engineering; Classification; Multilayer Network
• 在線閱讀: https://hdl.handle.net/10356/150435

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...