An interclass margin maximization learning algorithm for evolving spiking neural network

• المؤلفون الرئيسيون: Dora, Shirin, Sundaram, Suresh, Sundararajan, Narasimhan
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2021
• الموضوعات: Engineering::Computer science and engineering; Classification; Multilayer Network
• الوصول للمادة أونلاين: 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...