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Adaptive Digital Circuits for Power-Performance Range beyond Wide Voltage Scaling

Author : Saurabh Jain
Publisher : Springer Nature
ISBN 13 : 3030387968
Total Pages : 178 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Adaptive Digital Circuits for Power-Performance Range beyond Wide Voltage Scaling by : Saurabh Jain

Download or read book Adaptive Digital Circuits for Power-Performance Range beyond Wide Voltage Scaling written by Saurabh Jain and published by Springer Nature. This book was released on 2020-02-27 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers the first comprehensive coverage of digital design techniques to expand the power-performance tradeoff well beyond that allowed by conventional wide voltage scaling. Compared to conventional fixed designs, the approach described in this book makes digital circuits more versatile and adaptive, allowing simultaneous optimization at both ends of the power-performance spectrum. Drop-in solutions for fully automated and low-effort design based on commercial CAD tools are discussed extensively for processors, accelerators and on-chip memories, and are applicable to prominent applications (e.g., IoT, AI, wearables, biomedical). Through the higher power-performance versatility techniques described in this book, readers are enabled to reduce the design effort through reuse of the same digital design instance, across a wide range of applications. All concepts the authors discuss are demonstrated by dedicated testchip designs and experimental results. To make the results immediately usable by the reader, all the scripts necessary to create automated design flows based on commercial tools are provided and explained.

VLSI-SoC: Design and Engineering of Electronics Systems Based on New Computing Paradigms

Author : Nicola Bombieri
Publisher : Springer
ISBN 13 : 3030234258
Total Pages : 281 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis VLSI-SoC: Design and Engineering of Electronics Systems Based on New Computing Paradigms by : Nicola Bombieri

Download or read book VLSI-SoC: Design and Engineering of Electronics Systems Based on New Computing Paradigms written by Nicola Bombieri and published by Springer. This book was released on 2019-06-25 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains extended and revised versions of the best papers presented at the 26th IFIP WG 10.5/IEEE International Conference on Very Large Scale Integration, VLSI-SoC 2018, held in Verona, Italy, in October 2018. The 13 full papers included in this volume were carefully reviewed and selected from the 27 papers (out of 106 submissions) presented at the conference. The papers discuss the latest academic and industrial results and developments as well as future trends in the field of System-on-Chip (SoC) design, considering the challenges of nano-scale, state-of-the-art and emerging manufacturing technologies. In particular they address cutting-edge research fields like heterogeneous, neuromorphic and brain-inspired, biologically-inspired, approximate computing systems.

Low-Power CMOS Design

Author : Anantha Chandrakasan
Publisher : John Wiley & Sons
ISBN 13 : 0780334299
Total Pages : 656 pages
Book Rating : 4.7/5 (83 download)

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Book Synopsis Low-Power CMOS Design by : Anantha Chandrakasan

Download or read book Low-Power CMOS Design written by Anantha Chandrakasan and published by John Wiley & Sons. This book was released on 1998-02-11 with total page 656 pages. Available in PDF, EPUB and Kindle. Book excerpt: This collection of important papers provides a comprehensive overview of low-power system design, from component technologies and circuits to architecture, system design, and CAD techniques. LOW POWER CMOS DESIGN summarizes the key low-power contributions through papers written by experts in this evolving field.

Embedded Systems Design

Author : Bruno Bouyssounouse
Publisher : Springer Science & Business Media
ISBN 13 : 3540251073
Total Pages : 507 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Embedded Systems Design by : Bruno Bouyssounouse

Download or read book Embedded Systems Design written by Bruno Bouyssounouse and published by Springer Science & Business Media. This book was released on 2005-03-30 with total page 507 pages. Available in PDF, EPUB and Kindle. Book excerpt: This extensive and increasing use of embedded systems and their integration in everyday products mark a significant evolution in information science and technology. Nowadays embedded systems design is subject to seamless integration with the physical and electronic environment while meeting requirements like reliability, availability, robustness, power consumption, cost, and deadlines. Thus, embedded systems design raises challenging problems for research, such as security, reliable and mobile services, large-scale heterogeneous distributed systems, adaptation, component-based development, and validation and tool-based certification. This book results from the ARTIST FP5 project funded by the European Commision. By integration 28 leading European research institutions with many top researchers in the area, this book assesses and strategically advances the state of the art in embedded systems. The coherently written monograph-like book is a valuable source of reference for researchers active in the field and serves well as an introduction to scientists and professionals interested in learning about embedded systems design.

Proceedings of the Conference on Experimental Research in Computer Systems

Author : Lawrence Snyder
Publisher :
ISBN 13 :
Total Pages : 252 pages
Book Rating : 4.E/5 ( download)

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Book Synopsis Proceedings of the Conference on Experimental Research in Computer Systems by : Lawrence Snyder

Download or read book Proceedings of the Conference on Experimental Research in Computer Systems written by Lawrence Snyder and published by . This book was released on 1997 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Low Power Digital CMOS Design

Author : Anantha P. Chandrakasan
Publisher : Springer Science & Business Media
ISBN 13 : 1461523257
Total Pages : 419 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Low Power Digital CMOS Design by : Anantha P. Chandrakasan

Download or read book Low Power Digital CMOS Design written by Anantha P. Chandrakasan and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 419 pages. Available in PDF, EPUB and Kindle. Book excerpt: Power consumption has become a major design consideration for battery-operated, portable systems as well as high-performance, desktop systems. Strict limitations on power dissipation must be met by the designer while still meeting ever higher computational requirements. A comprehensive approach is thus required at all levels of system design, ranging from algorithms and architectures to the logic styles and the underlying technology. Potentially one of the most important techniques involves combining architecture optimization with voltage scaling, allowing a trade-off between silicon area and low-power operation. Architectural optimization enables supply voltages of the order of 1 V using standard CMOS technology. Several techniques can also be used to minimize the switched capacitance, including representation, optimizing signal correlations, minimizing spurious transitions, optimizing sequencing of operations, activity-driven power down, etc. The high- efficiency of DC-DC converter circuitry required for efficient, low-voltage and low-current level operation is described by Stratakos, Sullivan and Sanders. The application of various low-power techniques to a chip set for multimedia applications shows that orders-of-magnitude reduction in power consumption is possible. The book also features an analysis by Professor Meindl of the fundamental limits of power consumption achievable at all levels of the design hierarchy. Svensson, of ISI, describes emerging adiabatic switching techniques that can break the CV2f barrier and reduce the energy per computation at a fixed voltage. Srivastava, of AT&T, presents the application of aggressive shut-down techniques to microprocessor applications.

Embedded Deep Learning

Author : Bert Moons
Publisher : Springer
ISBN 13 : 3319992236
Total Pages : 216 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Embedded Deep Learning by : Bert Moons

Download or read book Embedded Deep Learning written by Bert Moons and published by Springer. This book was released on 2018-10-23 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers algorithmic and hardware implementation techniques to enable embedded deep learning. The authors describe synergetic design approaches on the application-, algorithmic-, computer architecture-, and circuit-level that will help in achieving the goal of reducing the computational cost of deep learning algorithms. The impact of these techniques is displayed in four silicon prototypes for embedded deep learning. Gives a wide overview of a series of effective solutions for energy-efficient neural networks on battery constrained wearable devices; Discusses the optimization of neural networks for embedded deployment on all levels of the design hierarchy – applications, algorithms, hardware architectures, and circuits – supported by real silicon prototypes; Elaborates on how to design efficient Convolutional Neural Network processors, exploiting parallelism and data-reuse, sparse operations, and low-precision computations; Supports the introduced theory and design concepts by four real silicon prototypes. The physical realization’s implementation and achieved performances are discussed elaborately to illustrated and highlight the introduced cross-layer design concepts.

Electrical Power Systems and Computers

Author : Xiaofeng Wan
Publisher : Springer Science & Business Media
ISBN 13 : 3642217478
Total Pages : 1005 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Electrical Power Systems and Computers by : Xiaofeng Wan

Download or read book Electrical Power Systems and Computers written by Xiaofeng Wan and published by Springer Science & Business Media. This book was released on 2011-06-21 with total page 1005 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume includes extended and revised versions of a set of selected papers from the International Conference on Electric and Electronics (EEIC 2011) , held on June 20-22 , 2011, which is jointly organized by Nanchang University, Springer, and IEEE IAS Nanchang Chapter. The objective of EEIC 2011 Volume 3 is to provide a major interdisciplinary forum for the presentation of new approaches from Electrical Power Systems and Computers, to foster integration of the latest developments in scientific research. 133 related topic papers were selected into this volume. All the papers were reviewed by 2 program committee members and selected by the volume editor Prof. Xiaofeng Wan. We hope every participant can have a good opportunity to exchange their research ideas and results and to discuss the state of the art in the areas of the Electrical Power Systems and Computers.

IEEE Transactions on Circuits and Systems

Author :
Publisher :
ISBN 13 :
Total Pages : 1440 pages
Book Rating : 4.:/5 (31 download)

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Book Synopsis IEEE Transactions on Circuits and Systems by :

Download or read book IEEE Transactions on Circuits and Systems written by and published by . This book was released on 2006 with total page 1440 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Optical Interconnections and Parallel Processing

Author : Pascal Berthome
Publisher : Springer Science & Business Media
ISBN 13 : 1475727917
Total Pages : 408 pages
Book Rating : 4.4/5 (757 download)

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Book Synopsis Optical Interconnections and Parallel Processing by : Pascal Berthome

Download or read book Optical Interconnections and Parallel Processing written by Pascal Berthome and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: Optical media are now widely used in the telecommunication networks, and the evolution of optical and optoelectronic technologies tends to show that their wide range of techniques could be successfully introduced in shorter-distance interconnection systems. This book bridges the existing gap between research in optical interconnects and research in high-performance computing and communication systems, of which parallel processing is just an example. It also provides a more comprehensive understanding of the advantages and limitations of optics as applied to high-speed communications. Audience: The book will be a vital resource for researchers and graduate students of optical interconnects, computer architectures and high-performance computing and communication systems who wish to understand the trends in the newest technologies, models and communication issues in the field.

Deep In-memory Architectures for Machine Learning

Author : Mingu Kang
Publisher : Springer Nature
ISBN 13 : 3030359719
Total Pages : 181 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Deep In-memory Architectures for Machine Learning by : Mingu Kang

Download or read book Deep In-memory Architectures for Machine Learning written by Mingu Kang and published by Springer Nature. This book was released on 2020-01-30 with total page 181 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes the recent innovation of deep in-memory architectures for realizing AI systems that operate at the edge of energy-latency-accuracy trade-offs. From first principles to lab prototypes, this book provides a comprehensive view of this emerging topic for both the practicing engineer in industry and the researcher in academia. The book is a journey into the exciting world of AI systems in hardware.

High Performance Computing for Big Data

Author : Chao Wang
Publisher : CRC Press
ISBN 13 : 1498784003
Total Pages : 287 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis High Performance Computing for Big Data by : Chao Wang

Download or read book High Performance Computing for Big Data written by Chao Wang and published by CRC Press. This book was released on 2017-10-16 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: High-Performance Computing for Big Data: Methodologies and Applications explores emerging high-performance architectures for data-intensive applications, novel efficient analytical strategies to boost data processing, and cutting-edge applications in diverse fields, such as machine learning, life science, neural networks, and neuromorphic engineering. The book is organized into two main sections. The first section covers Big Data architectures, including cloud computing systems, and heterogeneous accelerators. It also covers emerging 3D IC design principles for memory architectures and devices. The second section of the book illustrates emerging and practical applications of Big Data across several domains, including bioinformatics, deep learning, and neuromorphic engineering. Features Covers a wide range of Big Data architectures, including distributed systems like Hadoop/Spark Includes accelerator-based approaches for big data applications such as GPU-based acceleration techniques, and hardware acceleration such as FPGA/CGRA/ASICs Presents emerging memory architectures and devices such as NVM, STT- RAM, 3D IC design principles Describes advanced algorithms for different big data application domains Illustrates novel analytics techniques for Big Data applications, scheduling, mapping, and partitioning methodologies Featuring contributions from leading experts, this book presents state-of-the-art research on the methodologies and applications of high-performance computing for big data applications. About the Editor Dr. Chao Wang is an Associate Professor in the School of Computer Science at the University of Science and Technology of China. He is the Associate Editor of ACM Transactions on Design Automations for Electronics Systems (TODAES), Applied Soft Computing, Microprocessors and Microsystems, IET Computers & Digital Techniques, and International Journal of Electronics. Dr. Chao Wang was the recipient of Youth Innovation Promotion Association, CAS, ACM China Rising Star Honorable Mention (2016), and best IP nomination of DATE 2015. He is now on the CCF Technical Committee on Computer Architecture, CCF Task Force on Formal Methods. He is a Senior Member of IEEE, Senior Member of CCF, and a Senior Member of ACM.

Design and Applications of Emerging Computer Systems

Author : Weiqiang Liu
Publisher : Springer Nature
ISBN 13 : 3031424786
Total Pages : 745 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Design and Applications of Emerging Computer Systems by : Weiqiang Liu

Download or read book Design and Applications of Emerging Computer Systems written by Weiqiang Liu and published by Springer Nature. This book was released on with total page 745 pages. Available in PDF, EPUB and Kindle. Book excerpt:

High Energy Efficiency Neural Network Processor with Combined Digital and Computing-in-Memory Architecture

Author : Jinshan Yue
Publisher : Springer Nature
ISBN 13 : 9819734770
Total Pages : 128 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis High Energy Efficiency Neural Network Processor with Combined Digital and Computing-in-Memory Architecture by : Jinshan Yue

Download or read book High Energy Efficiency Neural Network Processor with Combined Digital and Computing-in-Memory Architecture written by Jinshan Yue and published by Springer Nature. This book was released on with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Energy Research Abstracts

Author :
Publisher :
ISBN 13 :
Total Pages : 876 pages
Book Rating : 4.:/5 (3 download)

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Book Synopsis Energy Research Abstracts by :

Download or read book Energy Research Abstracts written by and published by . This book was released on 1986 with total page 876 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Learning in Energy-Efficient Neuromorphic Computing: Algorithm and Architecture Co-Design

Author : Nan Zheng
Publisher : John Wiley & Sons
ISBN 13 : 1119507391
Total Pages : 300 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Learning in Energy-Efficient Neuromorphic Computing: Algorithm and Architecture Co-Design by : Nan Zheng

Download or read book Learning in Energy-Efficient Neuromorphic Computing: Algorithm and Architecture Co-Design written by Nan Zheng and published by John Wiley & Sons. This book was released on 2019-10-18 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explains current co-design and co-optimization methodologies for building hardware neural networks and algorithms for machine learning applications This book focuses on how to build energy-efficient hardware for neural networks with learning capabilities—and provides co-design and co-optimization methodologies for building hardware neural networks that can learn. Presenting a complete picture from high-level algorithm to low-level implementation details, Learning in Energy-Efficient Neuromorphic Computing: Algorithm and Architecture Co-Design also covers many fundamentals and essentials in neural networks (e.g., deep learning), as well as hardware implementation of neural networks. The book begins with an overview of neural networks. It then discusses algorithms for utilizing and training rate-based artificial neural networks. Next comes an introduction to various options for executing neural networks, ranging from general-purpose processors to specialized hardware, from digital accelerator to analog accelerator. A design example on building energy-efficient accelerator for adaptive dynamic programming with neural networks is also presented. An examination of fundamental concepts and popular learning algorithms for spiking neural networks follows that, along with a look at the hardware for spiking neural networks. Then comes a chapter offering readers three design examples (two of which are based on conventional CMOS, and one on emerging nanotechnology) to implement the learning algorithm found in the previous chapter. The book concludes with an outlook on the future of neural network hardware. Includes cross-layer survey of hardware accelerators for neuromorphic algorithms Covers the co-design of architecture and algorithms with emerging devices for much-improved computing efficiency Focuses on the co-design of algorithms and hardware, which is especially critical for using emerging devices, such as traditional memristors or diffusive memristors, for neuromorphic computing Learning in Energy-Efficient Neuromorphic Computing: Algorithm and Architecture Co-Design is an ideal resource for researchers, scientists, software engineers, and hardware engineers dealing with the ever-increasing requirement on power consumption and response time. It is also excellent for teaching and training undergraduate and graduate students about the latest generation neural networks with powerful learning capabilities.

Analog Circuits for Machine Learning, Current/Voltage/Temperature Sensors, and High-speed Communication

Author : Pieter Harpe
Publisher : Springer Nature
ISBN 13 : 303091741X
Total Pages : 351 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Analog Circuits for Machine Learning, Current/Voltage/Temperature Sensors, and High-speed Communication by : Pieter Harpe

Download or read book Analog Circuits for Machine Learning, Current/Voltage/Temperature Sensors, and High-speed Communication written by Pieter Harpe and published by Springer Nature. This book was released on 2022-03-24 with total page 351 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is based on the 18 tutorials presented during the 29th workshop on Advances in Analog Circuit Design. Expert designers present readers with information about a variety of topics at the frontier of analog circuit design, with specific contributions focusing on analog circuits for machine learning, current/voltage/temperature sensors, and high-speed communication via wireless, wireline, or optical links. This book serves as a valuable reference to the state-of-the-art, for anyone involved in analog circuit research and development.