Muhammad Shafique – författare
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29 produkter
Energy Efficiency and Robustness of Advanced Machine Learning Architectures
A Cross-Layer Approach
Av Alberto Marchisio, Muhammad Shafique
Inbunden, 2024
1837 kr
Lägg i varukorg
Machine Learning (ML) algorithms have shown a high level of accuracy, and applications are widely used in many systems and platforms. However, developing efficient ML-based systems requires addressing three problems: energy-efficiency, robustness, and techniques that typically focus on optimizing …
Energy Efficiency and Robustness of Advanced Machine Learning Architectures
A Cross-Layer Approach
Av Alberto Marchisio, Muhammad Shafique
Häftad, 2026
836 kr
Lägg i varukorg
Machine Learning (ML) algorithms have shown a high level of accuracy, and applications are widely used in many systems and platforms. However, developing efficient ML-based systems requires addressing three problems: energy-efficiency, robustness, and techniques that typically focus on optimizing …
Hardware/Software Architectures for Low-Power Embedded Multimedia Systems
Av Muhammad Shafique, Jörg Henkel
Inbunden, 2011
1098 kr
Lägg i varukorg
This book presents techniques for energy reduction in adaptive embedded multimedia systems, based on dynamically reconfigurable processors. The approach described will enable designers to meet performance/area constraints, while minimizing video quality degradation, under various, run-time …
Hardware/Software Architectures for Low-Power Embedded Multimedia Systems
Av Jorg Henkel, Muhammad Shafique
E-bok, 2011
1459 kr
Lägg i varukorg
This book presents techniques for energy reduction in adaptive embedded multimedia systems, based on dynamically reconfigurable processors. The approach described will enable designers to meet performance/area constraints, while minimizing video quality degradation, under various, run-time …
3D Video Coding for Embedded Devices
Energy Efficient Algorithms and Architectures
Av Bruno Zatt, Muhammad Shafique m. fl.
Inbunden, 2013
1098 kr
Lägg i varukorg
This book shows readers how to develop energy-efficient algorithms and hardware architectures to enable high-definition 3D video coding on resource-constrained embedded devices. Users of the Multiview Video Coding (MVC) standard face the challenge of exploiting its 3D video-specific coding tools …
3D Video Coding for Embedded Devices
Energy Efficient Algorithms and Architectures
Av Jorg Henkel, Sergio Bampi m. fl.
E-bok, 2014
1459 kr
Lägg i varukorg
This book shows readers how to develop energy-efficient algorithms and hardware architectures to enable high-definition 3D video coding on resource-constrained embedded devices. Users of the Multiview Video Coding (MVC) standard face the challenge of exploiting its 3D video-specific coding tools …
Hardware/Software Architectures for Low-Power Embedded Multimedia Systems
Av Muhammad Shafique, Jörg Henkel
Häftad, 2014
1230 kr
Lägg i varukorg
This book presents techniques for energy reduction in adaptive embedded multimedia systems, based on dynamically reconfigurable processors. The approach described will enable designers to meet performance/area constraints, while minimizing video quality degradation, under various, run-time …
3D Video Coding for Embedded Devices
Energy Efficient Algorithms and Architectures
Av Bruno Zatt, Muhammad Shafique m. fl.
Häftad, 2016
1098 kr
Lägg i varukorg
This book shows readers how to develop energy-efficient algorithms and hardware architectures to enable high-definition 3D video coding on resource-constrained embedded devices. Users of the Multiview Video Coding (MVC) standard face the challenge of exploiting its 3D video-specific coding tools …
Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing
Hardware Architectures
Av Sudeep Pasricha, Muhammad Shafique
Inbunden, 2023
1316 kr
Lägg i varukorg
This book presents recent advances towards the goal of enabling efficient implementation of machine learning models on resource-constrained systems, covering different application domains. The focus is on presenting interesting and new use cases of applying machine learning to innovative …
Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing
Hardware Architectures
Av Muhammad Shafique, Sudeep Pasricha
E-bok, 2023
1746 kr
Lägg i varukorg
This book presents recent advances towards the goal of enabling efficient implementation of machine learning models on resource-constrained systems, covering different application domains. The focus is on presenting interesting and new use cases of applying machine learning to innovative …
Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing
Hardware Architectures
Av Sudeep Pasricha, Muhammad Shafique
Häftad, 2024
934 kr
Lägg i varukorg
This book presents recent advances towards the goal of enabling efficient implementation of machine learning models on resource-constrained systems, covering different application domains. The focus is on presenting interesting and new use cases of applying machine learning to innovative …
Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing
Software Optimizations and Hardware/Software Codesign
Av Sudeep Pasricha, Muhammad Shafique
Inbunden, 2023
2188 kr
Lägg i varukorg
This book presents recent advances towards the goal of enabling efficient implementation of machine learning models on resource-constrained systems, covering different application domains. The focus is on presenting interesting and new use cases of applying machine learning to innovative …
Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing
Software Optimizations and Hardware/Software Codesign
Av Muhammad Shafique, Sudeep Pasricha
E-bok, 2023
1948 kr
Lägg i varukorg
This book presents recent advances towards the goal of enabling efficient implementation of machine learning models on resource-constrained systems, covering different application domains. The focus is on presenting interesting and new use cases of applying machine learning to innovative …
Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing
Software Optimizations and Hardware/Software Codesign
Av Sudeep Pasricha, Muhammad Shafique
Häftad, 2024
1534 kr
Lägg i varukorg
This book presents recent advances towards the goal of enabling efficient implementation of machine learning models on resource-constrained systems, covering different application domains. The focus is on presenting interesting and new use cases of applying machine learning to innovative …
Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing
Use Cases and Emerging Challenges
Av Sudeep Pasricha, Muhammad Shafique
Inbunden, 2023
2188 kr
Lägg i varukorg
This book presents recent advances towards the goal of enabling efficient implementation of machine learning models on resource-constrained systems, covering different application domains. The focus is on presenting interesting and new use cases of applying machine learning to innovative …
Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing
Use Cases and Emerging Challenges
Av Muhammad Shafique, Sudeep Pasricha
E-bok, 2023
1948 kr
Lägg i varukorg
This book presents recent advances towards the goal of enabling efficient implementation of machine learning models on resource-constrained systems, covering different application domains. The focus is on presenting interesting and new use cases of applying machine learning to innovative …
Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing
Use Cases and Emerging Challenges
Av Sudeep Pasricha, Muhammad Shafique
Häftad, 2024
1534 kr
Lägg i varukorg
This book presents recent advances towards the goal of enabling efficient implementation of machine learning models on resource-constrained systems, covering different application domains. The focus is on presenting interesting and new use cases of applying machine learning to innovative …
Reliable Software for Unreliable Hardware
A Cross Layer Perspective
Av Semeen Rehman, Muhammad Shafique m. fl.
Inbunden, 2016
551 kr
Lägg i varukorg
This book describes novel software concepts to increase reliability under user-defined constraints. The authors’ approach bridges, for the first time, the reliability gap between hardware and software. Readers will learn how to achieve increased soft error resilience on unreliable hardware, while …
Reliable Software for Unreliable Hardware
A Cross Layer Perspective
Av Jorg Henkel, Muhammad Shafique m. fl.
E-bok, 2016
734 kr
Lägg i varukorg
This book describes novel software concepts to increase reliability under user-defined constraints. The authors’ approach bridges, for the first time, the reliability gap between hardware and software. Readers will learn how to achieve increased soft error resilience on unreliable hardware, while …
Energy Efficient Embedded Video Processing Systems
A Hardware-Software Collaborative Approach
Av Muhammad Usman Karim Khan, Muhammad Shafique m. fl.
Inbunden, 2017
1098 kr
Lägg i varukorg
This book provides its readers with the means to implement energy-efficient video systems, by using different optimization approaches at multiple abstraction levels. The authors evaluate the complete video system with a motive to optimize its different software and hardware components in synergy, …
Energy Efficient Embedded Video Processing Systems
A Hardware-Software Collaborative Approach
Av Jorg Henkel, Muhammad Shafique m. fl.
E-bok, 2017
1427 kr
Lägg i varukorg
This book provides its readers with the means to implement energy-efficient video systems, by using different optimization approaches at multiple abstraction levels. The authors evaluate the complete video system with a motive to optimize its different software and hardware components in synergy, …
Advanced Techniques for Power, Energy, and Thermal Management for Clustered Manycores
Av Santiago Pagani, Jian-Jia Chen m. fl.
Inbunden, 2018
1534 kr
Lägg i varukorg
This book focuses on two of the most relevant problems related to power management on multicore and manycore systems. Specifically, one part of the book focuses on maximizing/optimizing computational performance under power or thermal constraints, while another part focuses on minimizing energy …
Advanced Techniques for Power, Energy, and Thermal Management for Clustered Manycores
Av Jorg Henkel, Muhammad Shafique m. fl.
E-bok, 2018
1948 kr
Lägg i varukorg
This book focuses on two of the most relevant problems related to power management on multicore and manycore systems. Specifically, one part of the book focuses on maximizing/optimizing computational performance under power or thermal constraints, while another part focuses on minimizing energy …
Reliable Software for Unreliable Hardware
A Cross Layer Perspective
Av Semeen Rehman, Muhammad Shafique m. fl.
Häftad, 2018
551 kr
Lägg i varukorg
This book describes novel software concepts to increase reliability under user-defined constraints. The authors’ approach bridges, for the first time, the reliability gap between hardware and software. Readers will learn how to achieve increased soft error resilience on unreliable hardware, while …
Energy Efficient Embedded Video Processing Systems
A Hardware-Software Collaborative Approach
Av Muhammad Usman Karim Khan, Muhammad Shafique m. fl.
Häftad, 2018
1643 kr
Lägg i varukorg
This book provides its readers with the means to implement energy-efficient video systems, by using different optimization approaches at multiple abstraction levels. The authors evaluate the complete video system with a motive to optimize its different software and hardware components in synergy, …
Approximate Circuits
Methodologies and CAD
Av Sherief Reda, Muhammad Shafique
Inbunden, 2018
551 kr
Lägg i varukorg
This book provides readers with a comprehensive, state-of-the-art overview of approximate computing, enabling the design trade-off of accuracy for achieving better power/performance efficiencies, through the simplification of underlying computing resources. The authors describe in detail various …
Approximate Circuits
Methodologies and CAD
Av Muhammad Shafique, Sherief Reda
E-bok, 2018
718 kr
Lägg i varukorg
This book provides readers with a comprehensive, state-of-the-art overview of approximate computing, enabling the design trade-off of accuracy for achieving better power/performance efficiencies, through the simplification of underlying computing resources. The authors describe in detail various …
Robust AI: Security and Privacy Issues in Machine Learning
Pre-adoption Scrutiny of Security and Privacy Guarantees of AI Algorithms
Av Nandish Chattopadhyay, Anupam Chattopadhyay m. fl.
Inbunden, 2027
3209 kr
Kommande
This book studies in detail the robustness of machine learning (ML) algorithms involved in dealing with vulnerabilities where the errors or malfunctions are both intentional and malicious, therefore being associated with a specific attack model. Reliability is key to the wider adoption of machine …
Advanced Techniques for Power, Energy, and Thermal Management for Clustered Manycores
Av Santiago Pagani, Jian-Jia Chen m. fl.
Häftad, 2019
1807 kr
Tillfälligt slut
This book focuses on two of the most relevant problems related to power management on multicore and manycore systems. Specifically, one part of the book focuses on maximizing/optimizing computational performance under power or thermal constraints, while another part focuses on minimizing energy …
