Description

Book Synopsis

Introduction.- Hardware implementation of CNN hardware accelerator.- A tutorial on the design and hardware implementation of a CNN-based machine learning model.- Performance Optimization of CNN Hardware.- Security Optimization of a CNN-based machine learning model.- Application of CNN Accelerators in Hardware Security – Security Issues in Networks-on-Chip.- Application of CNN Accelerators in Hardware Security – Countermeasures for Security Issues in Networks-on-Chip.- Application of CNN Accelerators in Hardware Security – Other Machine Learning Models for Networks-on-Chip Security.- Conclusions and Future Opportunities.

Convolutional Neural Network Accelerators

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    A Hardback by Basel Halak

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      Publisher: Springer
      Publication Date: Publication Date: 21/12/2025
      ISBN13: 9783032085139, 978-3032085139
      ISBN10:

      Description

      Book Synopsis

      Introduction.- Hardware implementation of CNN hardware accelerator.- A tutorial on the design and hardware implementation of a CNN-based machine learning model.- Performance Optimization of CNN Hardware.- Security Optimization of a CNN-based machine learning model.- Application of CNN Accelerators in Hardware Security – Security Issues in Networks-on-Chip.- Application of CNN Accelerators in Hardware Security – Countermeasures for Security Issues in Networks-on-Chip.- Application of CNN Accelerators in Hardware Security – Other Machine Learning Models for Networks-on-Chip Security.- Conclusions and Future Opportunities.

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