Convolutional Neural Network Accelerators
portes grátis
Convolutional Neural Network Accelerators
From Basic Design Principles to Advanced Security Applications
Halak, Basel
Springer Nature Switzerland AG
04/2026
235
Dura
Inglês
9783032085139
Pré-lançamento - envio 15 a 20 dias após a sua edição
Descrição não disponível.
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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Machine Learning and Security;CNN-based machine-learning models;approximate computing and security;Network-on-Chip security;Hardware security
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.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
