Advances in Neuromorphic Hardware Exploiting Emerging Nanoscale Devices

Advances in Neuromorphic Hardware Exploiting Emerging Nanoscale Devices
Author :
Publisher : Springer
Total Pages : 217
Release :
ISBN-10 : 9788132237037
ISBN-13 : 813223703X
Rating : 4/5 (37 Downloads)

Book Synopsis Advances in Neuromorphic Hardware Exploiting Emerging Nanoscale Devices by : Manan Suri

Download or read book Advances in Neuromorphic Hardware Exploiting Emerging Nanoscale Devices written by Manan Suri and published by Springer. This book was released on 2017-01-21 with total page 217 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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) perspective on designing efficient bio-inspired hardware. At the nanodevice level, it focuses on various flavors of emerging resistive memory (RRAM) technology. At the algorithm level, it addresses optimized implementations of supervised and stochastic learning paradigms such as: spike-time-dependent plasticity (STDP), long-term potentiation (LTP), long-term depression (LTD), extreme learning machines (ELM) and early adoptions of restricted Boltzmann machines (RBM) to name a few. The contributions discuss system-level power/energy/parasitic trade-offs, and complex real-world applications. The book is suited for both advanced researchers and students interested in the field.


Advances in Neuromorphic Hardware Exploiting Emerging Nanoscale Devices Related Books

Advances in Neuromorphic Hardware Exploiting Emerging Nanoscale Devices
Language: en
Pages: 217
Authors: Manan Suri
Categories: Technology & Engineering
Type: BOOK - Published: 2017-01-21 - Publisher: Springer

DOWNLOAD EBOOK

This book covers all major aspects of cutting-edge research in the field of neuromorphic hardware engineering involving emerging nanoscale devices. Special emph
Noise in Nanoscale Semiconductor Devices
Language: en
Pages: 724
Authors: Tibor Grasser
Categories: Technology & Engineering
Type: BOOK - Published: 2020-04-26 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book summarizes the state-of-the-art, regarding noise in nanometer semiconductor devices. Readers will benefit from this leading-edge research, aimed at in
Theoretical Foundations of Nanoscale Quantum Devices
Language: en
Pages: 299
Authors: Malin Premaratne
Categories: Science
Type: BOOK - Published: 2021-01-07 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

This self-contained text describes the underlying theory and approximate quantum models of real nanodevices for nanotechnology applications.
Nanoscale Devices
Language: en
Pages: 414
Authors: Brajesh Kumar Kaushik
Categories: Science
Type: BOOK - Published: 2018-11-16 - Publisher: CRC Press

DOWNLOAD EBOOK

The primary aim of this book is to discuss various aspects of nanoscale device design and their applications including transport mechanism, modeling, and circui
Modeling Self-Heating Effects in Nanoscale Devices
Language: en
Pages: 148
Authors: Katerina Raleva
Categories: Science
Type: BOOK - Published: 2017-09-13 - Publisher: Morgan & Claypool Publishers

DOWNLOAD EBOOK

It is generally acknowledged that modeling and simulation are preferred alternatives to trial and error approaches to semiconductor fabrication in the present e