Energy Efficiency and Robustness of Advanced Machine Learning Architectures
portes grátis
Energy Efficiency and Robustness of Advanced Machine Learning Architectures
A Cross-Layer Approach
Shafique, Muhammad; Marchisio, Alberto
Taylor & Francis Ltd
11/2024
347
Dura
9781032855509
Pré-lançamento - envio 15 a 20 dias após a sua edição
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Chapter 01 Introduction Chapter 02 Background and Related Work Chapter 03 Hardware and Software Optimizations for Capsule Networks Chapter 04 Adversarial Security Threats for DNNs and CapsNets Chapter 05 Integration of Multiple Design Objectives into NAS Frameworks for CapsNets and DNNs Chapter 06 Efficient Optimizations for Spiking Neural Networks on Neuromorphic Hardware Chapter 07 Security Threats for SNNs on Discrete and Event-Based Data Chapter 08 Conclusion and Outlook Bibliography
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AI;Cybersecurity;Deep Learning;Edge Computing;Neural Networks;Processing Element
Chapter 01 Introduction Chapter 02 Background and Related Work Chapter 03 Hardware and Software Optimizations for Capsule Networks Chapter 04 Adversarial Security Threats for DNNs and CapsNets Chapter 05 Integration of Multiple Design Objectives into NAS Frameworks for CapsNets and DNNs Chapter 06 Efficient Optimizations for Spiking Neural Networks on Neuromorphic Hardware Chapter 07 Security Threats for SNNs on Discrete and Event-Based Data Chapter 08 Conclusion and Outlook Bibliography
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
