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Neuro-inspired Computing Using Resistive Synaptic Devices

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Cover of 'Neuro-inspired Computing Using Resistive Synaptic Devices'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction to Neuro-Inspired Computing Using Resistive Synaptic Devices
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    Chapter 2 Synaptic Devices Based on Phase-Change Memory
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    Chapter 3 Pr0.7Ca0.3MnO3 (PCMO)-Based Synaptic Devices
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    Chapter 4 TaOx-/TiO2-Based Synaptic Devices
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    Chapter 5 Training and Inference in Hopfield Network Using 10 × 10 Phase Change Synaptic Array
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    Chapter 6 Experimental Demonstration of Firing Rate Neural Networks Based on Metal-Oxide Memristive Crossbars
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    Chapter 7 Weight Tuning of Resistive Synaptic Devices and Convolution Kernel Operation on 12 × 12 Cross-Point Array
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    Chapter 8 Spiking Neural Network with 256 × 256 PCM Array
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    Chapter 9 Peripheral Circuit Design Considerations of Neuro-inspired Architectures
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    Chapter 10 Processing-In-Memory Architecture Design for Accelerating Neuro-Inspired Algorithms
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    Chapter 11 Multilayer Perceptron Algorithm: Impact of Nonideal Conductance and Area-Efficient Peripheral Circuits
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    Chapter 12 Impact of Nonideal Resistive Synaptic Device Behaviors on Implementation of Sparse Coding Algorithm
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    Chapter 13 Binary OxRAM/CBRAM Memories for Efficient Implementations of Embedded Neuromorphic Circuits
Attention for Chapter 9: Peripheral Circuit Design Considerations of Neuro-inspired Architectures
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Chapter title
Peripheral Circuit Design Considerations of Neuro-inspired Architectures
Chapter number 9
Book title
Neuro-inspired Computing Using Resistive Synaptic Devices
Published by
Springer International Publishing, April 2017
DOI 10.1007/978-3-319-54313-0_9
Book ISBNs
978-3-31-954312-3, 978-3-31-954313-0
Authors

Deepak Kadetotad, Pai-Yu Chen, Yu Cao, Shimeng Yu, Jae-sun Seo, Kadetotad, Deepak, Chen, Pai-Yu, Cao, Yu, Yu, Shimeng, Seo, Jae-sun

Editors

Shimeng Yu

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 2 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 2 100%

Demographic breakdown

Readers by professional status Count As %
Professor 1 50%
Student > Ph. D. Student 1 50%
Readers by discipline Count As %
Engineering 2 100%

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