Convolutional Neural Network Accelerators

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This book provides comprehensive coverage of the state-of-the-art in Convolutional Neural Network (CNN) hardware accelerator design, security, and its applications in hardware security. The first part gives a foundational understanding of CNN architectures, emphasizing their computational demands and the necessity for specialized hardware solutions. It also proposes an emulation method with open-s...
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This book provides comprehensive coverage of the state-of-the-art in Convolutional Neural Network (CNN) hardware accelerator design, security, and its applications in hardware security. The first part gives a foundational understanding of CNN architectures, emphasizing their computational demands and the necessity for specialized hardware solutions. It also proposes an emulation method with open-s...
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  • Formats: pdf
  • ISBN: 9783032085146
  • Publication Date: 5 Apr 2026
  • Publisher: Springer Nature Switzerland
  • Product language: English
  • Drm Setting: DRM