Description

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Table of Contents
Part 1. Introduction 1. Introduction Part 2. Theory and Algorithm 2. Model Inference on Edge Device 3. Model Training on Edge Device 4. Network Encoding and Quantization Part 3. Architecture Optimization 5. DANoC: An Algorithm and Hardware Codesign Prototype 6. Ensemble Spiking Networks on Edge Device 7. SenseCamera: A Learning Based Multifunctional Smart Camera Prototype

Deep Learning on Edge Computing Devices

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Order before 4pm today for delivery by Mon 12 Jan 2026.

A Paperback by Xichuan Zhou, Haijun Liu, Cong Shi

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    View other formats and editions of Deep Learning on Edge Computing Devices by Xichuan Zhou

    Publisher: Elsevier Science
    Publication Date: 2/7/2022 12:00:00 AM
    ISBN13: 9780323857833, 978-0323857833
    ISBN10: 0323857833

    Description

    Book Synopsis


    Table of Contents
    Part 1. Introduction 1. Introduction Part 2. Theory and Algorithm 2. Model Inference on Edge Device 3. Model Training on Edge Device 4. Network Encoding and Quantization Part 3. Architecture Optimization 5. DANoC: An Algorithm and Hardware Codesign Prototype 6. Ensemble Spiking Networks on Edge Device 7. SenseCamera: A Learning Based Multifunctional Smart Camera Prototype

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