Neuromorphic Circuits for Nanoscale Devices

Pinaki Mazumder, Yalcin Yilmaz, Idongesit Ebong , Woo Hyung Lee (University of Michigan, USA)

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Hardback

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English

River Publishers
31 March 2019

Nanotechnology; Electronic devices & materials; Neural networks & fuzzy systems

Nanoscale devices attracted significant research effort from the industry and academia due to their operation principals being based on different physical properties which provide advantages in the design of certain classes of circuits over conventional CMOS transistors. Neuromorphic Circuits for Nanoscale Devices contains recent research papers presented in various international conferences and journals to provide insight into how the operational principles of the nanoscale devices can be utilized for the design of neuromorphic circuits for various applications of non-volatile memory, neural network training/learning, and image processing. The topics discussed in the book include:

Nanoscale Crossbar Memory DesignQ-Learning and Value Iteration using Nanoscale DevicesImage Processing and Computer Vision Applications for Nanoscale DevicesNanoscale Devices based Cellular Nonlinear/Neural Networks

By: Pinaki Mazumder, Yalcin Yilmaz, Idongesit Ebong, Woo Hyung Lee (University of Michigan, USA)
Imprint: River Publishers
Country of Publication: Denmark
Dimensions: Height: 234mm, Width: 156mm,
Weight: 725g
ISBN: 9788770220606
ISBN 10: 8770220603
Pages: 406
Publication Date: 31 March 2019
Audience: Professional and scholarly , Undergraduate
Format: Hardback
Publisher's Status: Active

Pinaki Mazumder, Yalcin Yilmaz, Idongesit Ebong

Reviews for Neuromorphic Circuits for Nanoscale Devices

This should be a very appealing book: the authors are very good, and the topics are very current. -Dinesh Kant Kumar, RMIT, Melbourne, Australia -- Dinesh Kant Kumar