Advances in Neuromorphic Hardware Exploiting Emerging Nanoscale Devices

• Corporate Author: SpringerLink (Online service)
• Other Authors: Suri, Manan (Editor)
• Format: Electronic eBook
• Language: English
• Published: New Delhi : Springer India : Imprint: Springer, 2017.
• Series: Cognitive Systems Monographs, 31
• Subjects: Engineering.; User interfaces (Computer systems).; Computational intelligence.; Nanotechnology.; Electronic circuits.; Circuits and Systems.; User Interfaces and Human Computer Interaction.; Computational Intelligence.; Nanotechnology and Microengineering.

This book covers all major aspects of cutting-edge research in the field of neuromorphic hardware engineering involving emerging nanoscale devices. Special emphasis is given to leading works in hybrid low-power CMOS-Nanodevice design. The book offers readers a bidirectional (top-down and bottom-up)...

Table of Contents:

• Phase Change Memory for Neuromorphics
• Filamentary resistive memory for Neuromorphics
• Metal oxide based memory for Neuromorphics
• Nano Organic Transistors for Neuromorphics
• Neuromorphic System design
• Neuromorphic System and algorithms optimization
• Memristor Technology for Neuromorphics
• PCMO based devices for Neuromorphics
• Resistive Memory for Neuromorphics
• Overall Perspective on Neuromorphic Hardware.