Non-Linear Feedback Neural Networks VLSI Implementations and Applications /

• Main Author: Ansari, Mohd. Samar (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New Delhi : Springer India : Imprint: Springer, 2014.
• Series: Studies in Computational Intelligence, 508
• Subjects: Engineering.; Neural networks (Computer science).; Computational intelligence.; Electronics.; Microelectronics.; Electronic circuits.; Computational Intelligence.; Circuits and Systems.; Mathematical Models of Cognitive Processes and Neural Networks.; Electronics and Microelectronics, Instrumentation.

This book aims to present a viable alternative to the Hopfield Neural Network (HNN) model for analog computation. It is well known that the standard HNN suffers from problems of convergence to local minima, and requirement of a large number of neurons and synaptic weights. Therefore, improved soluti...