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Machine Learning Systems

The Role of Hardware Design for Dependable Computing

Edición de Shanshan Liu, Pedro Reviriego, Zhen Gao, Fabrizio Lombardi ...

Series series Engineering (R0)
This book addresses the technological contributions and developments of advanced hardware for Machine Learning (ML) computing systems. The authors discuss state-of-the-art progress in this area (and related topics) as well as reporting on their application to diverse fields. This is achieved by chapters covering the entire spectrum of research activities to include design and applications, with a ... Leer más

$125.99 USD

This book addresses the technological contributions and developments of advanced hardware for Machine Learning (ML) computing systems. The authors discuss state-of-the-art progress in this area (and related topics) as well as reporting on their application to diverse fields. This is achieved by chapters covering the entire spectrum of research activities to include design and applications, with a
... Leer más

Dependable Embedded Systems

Edición de Jörg Henkel, Nikil Dutt ...

Series series Embedded Systems
This Open Access book introduces readers to many new techniques for enhancing and optimizing reliability in embedded systems, which have emerged particularly within the last five years. This book introduces the most prominent reliability concerns from today’s points of view and roughly recapitulates the progress in the community so far. Unlike other books that focus on a single abstraction level ... Leer más

Gratis

This Open Access book introduces readers to many new techniques for enhancing and optimizing reliability in embedded systems, which have emerged particularly within the last five years. This book introduces the most prominent reliability concerns from today’s points of view and roughly recapitulates the progress in the community so far. Unlike other books that focus on a single abstraction level
... Leer más
Explainable AI for Cybersecurity

de Zhixin Pan, Prabhat Mishra ...

Series series Intelligent Technologies and Robotics (R0)
This book provides a comprehensive overview of security vulnerabilities and state-of-the-art countermeasures using explainable artificial intelligence (AI). Specifically, it describes how explainable AI can be effectively used for detection and mitigation of hardware vulnerabilities (e.g., hardware Trojans) as well as software attacks (e.g., malware and ransomware). It provides insights into the ... Leer más

$80.99 USD

This book provides a comprehensive overview of security vulnerabilities and state-of-the-art countermeasures using explainable artificial intelligence (AI). Specifically, it describes how explainable AI can be effectively used for detection and mitigation of hardware vulnerabilities (e.g., hardware Trojans) as well as software attacks (e.g., malware and ransomware). It provides insights into the
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Approximate Computing Techniques

From Component- to Application-Level

Edición de Alberto Bosio, Daniel Ménard, Olivier Sentieys ...

Series series Engineering (R0)
This book serves as a single-source reference to the latest advances in Approximate Computing (AxC), a promising technique for increasing performance or reducing the cost and power consumption of a computing system. The authors discuss the different AxC design and validation techniques, and their integration. They also describe real AxC applications, spanning from mobile to high performance ... Leer más

$89.99 USD

This book serves as a single-source reference to the latest advances in Approximate Computing (AxC), a promising technique for increasing performance or reducing the cost and power consumption of a computing system. The authors discuss the different AxC design and validation techniques, and their integration. They also describe real AxC applications, spanning from mobile to high performance
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Euro-Par 2024: Parallel Processing

30th European Conference on Parallel and Distributed Processing, Madrid, Spain, August 26–30, 2024, Proceedings, Part II

Edición de Jesus Carretero, Sameer Shende, Javier Garcia-Blas, Ivona Brandic, Katzalin Olcoz, Martin Schreiber ...

Series Libro 2 - Springer Nature Proceedings Computer Science
The three-volume set LNCS 14801, 14802, and 14803 constitutes the proceedings of the 30th European Conference on Parallel and Distributed Processing, Euro-Par 2024, which took place in Madrid, Spain, during August 26–30, 2024.The 88 full papers included in the proceedings were carefully reviewed and selected from 293 submissions. They were organized in topical sections as follows:Part I: ... Leer más

$71.99 USD

The three-volume set LNCS 14801, 14802, and 14803 constitutes the proceedings of the 30th European Conference on Parallel and Distributed Processing, Euro-Par 2024, which took place in Madrid, Spain, during August 26–30, 2024.The 88 full papers included in the proceedings were carefully reviewed and selected from 293 submissions. They were organized in topical sections as follows:Part I:
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Euro-Par 2025: Parallel Processing

31st European Conference on Parallel and Distributed Processing, Dresden, Germany, August 25–29, 2025, Proceedings, Part II

Edición de Wolfgang E. Nagel, Diana Goehringer, Pedro C. Diniz ...

Series Libro 2 - Springer Nature Proceedings Computer Science
The three-volume set LNCS 15900-15902 constitutes the proceedings of the 31st European Conference on Parallel and Distributed Processing, Euro-Par 2025, which took place in Dresden, Germany, during August 25–29, 2025.The 78 papers included in these proceedings were carefully reviewed and selected from 264 submissions. They were organized in topical sections as follows:Part I: Programming, ... Leer más

$80.99 USD

The three-volume set LNCS 15900-15902 constitutes the proceedings of the 31st European Conference on Parallel and Distributed Processing, Euro-Par 2025, which took place in Dresden, Germany, during August 25–29, 2025.The 78 papers included in these proceedings were carefully reviewed and selected from 264 submissions. They were organized in topical sections as follows:Part I: Programming,
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Convolutional Neural Network Accelerators

From Basic Design Principles to Advanced Security Applications

Edición de Basel Halak ...

Series series Engineering (R0)
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 ... Leer más

$125.99 USD

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
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Collaborative Computing: Networking, Applications and Worksharing

20th EAI International Conference, CollaborateCom 2024, Wuzhen, China, November 14–17, 2024, Proceedings, Part I

Edición de Honghao Gao, Xinheng Wang ...

Series Libro 1 - Springer Nature Proceedings Computer Science
The three-volume set LNICST 624, 625, 626 constitutes the refereed proceedings of the 20th EAI International Conference on Collaborative Computing: Networking, Applications and Worksharing, CollaborateCom 2024, held in Wuzhen, China, during November 14–17, 2024.The 62 full papers were carefully reviewed and selected from 173 submissions. They are categorized under the topical sections as follows ... Leer más

$80.99 USD

The three-volume set LNICST 624, 625, 626 constitutes the refereed proceedings of the 20th EAI International Conference on Collaborative Computing: Networking, Applications and Worksharing, CollaborateCom 2024, held in Wuzhen, China, during November 14–17, 2024.The 62 full papers were carefully reviewed and selected from 173 submissions. They are categorized under the topical sections as follows
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AI-Enabled Electronic Circuit and System Design

From Ideation to Utilization

Edición de Ali Iranmanesh, Hossein Sayadi ...

Series series Intelligent Technologies and Robotics (R0)
As our world becomes increasingly digital, electronics underpin nearly every industry. Understanding how AI enhances this foundational technology can unlock innovations, from smarter homes to more powerful gadgets, offering vast opportunities for businesses and consumers alike. This book demystifies how AI streamlines the creation of electronic systems, making them smarter and more efficient. With ... Leer más

$107.99 USD

As our world becomes increasingly digital, electronics underpin nearly every industry. Understanding how AI enhances this foundational technology can unlock innovations, from smarter homes to more powerful gadgets, offering vast opportunities for businesses and consumers alike. This book demystifies how AI streamlines the creation of electronic systems, making them smarter and more efficient. With
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Towards Heterogeneous Multi-core Systems-on-Chip for Edge Machine Learning

Journey from Single-core Acceleration to Multi-core Heterogeneous Systems

de Vikram Jain, Marian Verhelst ...

Series series Engineering (R0)
This book explores and motivates the need for building homogeneous and heterogeneous multi-core systems for machine learning to enable flexibility and energy-efficiency. Coverage focuses on a key aspect of the challenges of (extreme-)edge-computing, i.e., design of energy-efficient and flexible hardware architectures, and hardware-software co-optimization strategies to enable early design space ... Leer más

$116.99 USD

This book explores and motivates the need for building homogeneous and heterogeneous multi-core systems for machine learning to enable flexibility and energy-efficiency. Coverage focuses on a key aspect of the challenges of (extreme-)edge-computing, i.e., design of energy-efficient and flexible hardware architectures, and hardware-software co-optimization strategies to enable early design space
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Algorithms and Architectures for Parallel Processing

25th International Conference, ICA3PP 2025, Zhengzhou, China, October 30–November 2, 2025, Proceedings, Part III

Edición de Huazhong Liu, Shadi Ibrahim, Thomas Rauber ...

Series Libro 3 - Springer Nature Proceedings Computer Science
The eight volume set, LNCS 16381-16388 constitutes the refereed proceedings of the 25th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2025, held in Zhengzhou, China, during October 30 -November 2, 2025.The 158 full papers, 104 research papers and 48 session papers included in these proceedings were carefully reviewed and selected from 543 submissions. ... Leer más

$125.99 USD

The eight volume set, LNCS 16381-16388 constitutes the refereed proceedings of the 25th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2025, held in Zhengzhou, China, during October 30 -November 2, 2025.The 158 full papers, 104 research papers and 48 session papers included in these proceedings were carefully reviewed and selected from 543 submissions.
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Applied Cryptography and Network Security Workshops

ACNS 2025 Satellite Workshops: AIHWS, AIoTS, QSHC, SCI, PrivCrypt, SPIQE, SiMLA, and CIMSS 2025, Munich, Germany, June 23–26, 2025, Revised Selected Papers, Part I

Edición de Mark Manulis ...

Series Libro 1 - Springer Nature Proceedings Computer Science
This three-volume set LNCS constitutes the proceedings of several Satellite Workshops held in parallel with the 23rd International Conference on Applied Cryptography and Network Security, ACNS 2025, held in Munich, during June 2025.The 43 full papers and 9 poster papers presented in this volume were carefully reviewed and selected from 87 submissions. They stem from the following workshops:·6th ... Leer más

$67.99 USD

This three-volume set LNCS constitutes the proceedings of several Satellite Workshops held in parallel with the 23rd International Conference on Applied Cryptography and Network Security, ACNS 2025, held in Munich, during June 2025.The 43 full papers and 9 poster papers presented in this volume were carefully reviewed and selected from 87 submissions. They stem from the following workshops:·6th
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Machine Learning Systems

La gente que leyó esto también disfrutó

Dependable Embedded Systems

Explainable AI for Cybersecurity

Approximate Computing Techniques

Euro-Par 2024: Parallel Processing

Euro-Par 2025: Parallel Processing

Convolutional Neural Network Accelerators

Collaborative Computing: Networking, Applications and Worksharing

AI-Enabled Electronic Circuit and System Design

Towards Heterogeneous Multi-core Systems-on-Chip for Edge Machine Learning

Algorithms and Architectures for Parallel Processing

Applied Cryptography and Network Security Workshops

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