Blocks, Towards Energy-efficient, Coarse-grained Reconfigurable Architectures

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Publisher : Springer Nature
ISBN 13 : 3030797740
Total Pages : 225 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Blocks, Towards Energy-efficient, Coarse-grained Reconfigurable Architectures by : Mark Wijtvliet

Download or read book Blocks, Towards Energy-efficient, Coarse-grained Reconfigurable Architectures written by Mark Wijtvliet and published by Springer Nature. This book was released on 2021-08-02 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes a new, coarse-grained reconfigurable architecture (CGRA), called Blocks, and puts it in the context of computer architectures, and in particular of other CGRAs. The book starts with an extensive evaluation of historic and existing CGRAs and their strengths and weaknesses. This also leads to a better understanding and new definition of what distinguishes CGRAs from other architectural approaches. The authors introduce Blocks as unique due to its separate programmable control and data paths, allowing light-weight instruction decode units to be arbitrarily connected to one or more functional units (FUs) over a statically configured interconnect. The discussion includes an explanation of how to model architectures, resulting in an area and energy model for Blocks. The accuracy of this model is evaluated against fully implemented architectures, showing that although it is three orders of magnitude faster than synthesis the error margin is very acceptable. The book concludes with a case study on a real System-on-Chip, including a RISC architecture, the Blocks CGRA and peripherals.

Applied Reconfigurable Computing. Architectures, Tools, and Applications

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Publisher : Springer
ISBN 13 : 3319788906
Total Pages : 753 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Applied Reconfigurable Computing. Architectures, Tools, and Applications by : Nikolaos Voros

Download or read book Applied Reconfigurable Computing. Architectures, Tools, and Applications written by Nikolaos Voros and published by Springer. This book was released on 2018-04-25 with total page 753 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 14th International Conference on Applied Reconfigurable Computing, ARC 2018, held in Santorini, Greece, in May 2018. The 29 full papers and 22 short presented in this volume were carefully reviewed and selected from 78 submissions. In addition, the volume contains 9 contributions from research projects. The papers were organized in topical sections named: machine learning and neural networks; FPGA-based design and CGRA optimizations; applications and surveys; fault-tolerance, security and communication architectures; reconfigurable and adaptive architectures; design methods and fast prototyping; FPGA-based design and applications; and special session: research projects.

Dynamically Reconfigurable Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 9048134854
Total Pages : 455 pages
Book Rating : 4.0/5 (481 download)

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Book Synopsis Dynamically Reconfigurable Systems by : Marco Platzner

Download or read book Dynamically Reconfigurable Systems written by Marco Platzner and published by Springer Science & Business Media. This book was released on 2010-03-10 with total page 455 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dynamically Reconfigurable Systems is the first ever to focus on the emerging field of Dynamically Reconfigurable Computing Systems. While programmable logic and design-time configurability are well elaborated and covered by various texts, this book presents a unique overview over the state of the art and recent results for dynamic and run-time reconfigurable computing systems. Reconfigurable hardware is not only of utmost importance for large manufacturers and vendors of microelectronic devices and systems, but also a very attractive technology for smaller and medium-sized companies. Hence, Dynamically Reconfigurable Systems also addresses researchers and engineers actively working in the field and provides them with information on the newest developments and trends in dynamic and run-time reconfigurable systems.

Encyclopedia of Information Science and Technology, Fifth Edition

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Publisher : IGI Global
ISBN 13 : 1799834808
Total Pages : 1966 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Encyclopedia of Information Science and Technology, Fifth Edition by : Khosrow-Pour D.B.A., Mehdi

Download or read book Encyclopedia of Information Science and Technology, Fifth Edition written by Khosrow-Pour D.B.A., Mehdi and published by IGI Global. This book was released on 2020-07-24 with total page 1966 pages. Available in PDF, EPUB and Kindle. Book excerpt: The rise of intelligence and computation within technology has created an eruption of potential applications in numerous professional industries. Techniques such as data analysis, cloud computing, machine learning, and others have altered the traditional processes of various disciplines including healthcare, economics, transportation, and politics. Information technology in today’s world is beginning to uncover opportunities for experts in these fields that they are not yet aware of. The exposure of specific instances in which these devices are being implemented will assist other specialists in how to successfully utilize these transformative tools with the appropriate amount of discretion, safety, and awareness. Considering the level of diverse uses and practices throughout the globe, the fifth edition of the Encyclopedia of Information Science and Technology series continues the enduring legacy set forth by its predecessors as a premier reference that contributes the most cutting-edge concepts and methodologies to the research community. The Encyclopedia of Information Science and Technology, Fifth Edition is a three-volume set that includes 136 original and previously unpublished research chapters that present multidisciplinary research and expert insights into new methods and processes for understanding modern technological tools and their applications as well as emerging theories and ethical controversies surrounding the field of information science. Highlighting a wide range of topics such as natural language processing, decision support systems, and electronic government, this book offers strategies for implementing smart devices and analytics into various professional disciplines. The techniques discussed in this publication are ideal for IT professionals, developers, computer scientists, practitioners, managers, policymakers, engineers, data analysts, and programmers seeking to understand the latest developments within this field and who are looking to apply new tools and policies in their practice. Additionally, academicians, researchers, and students in fields that include but are not limited to software engineering, cybersecurity, information technology, media and communications, urban planning, computer science, healthcare, economics, environmental science, data management, and political science will benefit from the extensive knowledge compiled within this publication.

Computing with Memory for Energy-Efficient Robust Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 1461477980
Total Pages : 210 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Computing with Memory for Energy-Efficient Robust Systems by : Somnath Paul

Download or read book Computing with Memory for Energy-Efficient Robust Systems written by Somnath Paul and published by Springer Science & Business Media. This book was released on 2013-09-07 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book analyzes energy and reliability as major challenges faced by designers of computing frameworks in the nanometer technology regime. The authors describe the existing solutions to address these challenges and then reveal a new reconfigurable computing platform, which leverages high-density nanoscale memory for both data storage and computation to maximize the energy-efficiency and reliability. The energy and reliability benefits of this new paradigm are illustrated and the design challenges are discussed. Various hardware and software aspects of this exciting computing paradigm are described, particularly with respect to hardware-software co-designed frameworks, where the hardware unit can be reconfigured to mimic diverse application behavior. Finally, the energy-efficiency of the paradigm described is compared with other, well-known reconfigurable computing platforms.

Fine- and Coarse-Grain Reconfigurable Computing

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Publisher : Springer Science & Business Media
ISBN 13 : 1402065043
Total Pages : 389 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Fine- and Coarse-Grain Reconfigurable Computing by : Stamatis Vassiliadis

Download or read book Fine- and Coarse-Grain Reconfigurable Computing written by Stamatis Vassiliadis and published by Springer Science & Business Media. This book was released on 2007-10-12 with total page 389 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fine- and Coarse-Grain Reconfigurable Computing gives the basic concepts and building blocks for the design of Fine- (or FPGA) and Coarse-Grain Reconfigurable Architectures. Recently-developed integrated architecture design and software-supported design flow of FPGA and coarse-grain reconfigurable architecture are also described. Part I consists of two extensive surveys of FPGA and Coarse-Grain Reconfigurable Architectures. In Part II, case studies, innovative research results about reconfigurable architectures and design frameworks from three projects AMDREL, MOLEN and ADRES and DRESC, and, a new classification according to microcoded architectural criteria are described. Fine- and Coarse-Grain Reconfigurable Computing is an essential reference for researchers and professionals and can be used as a textbook by undergraduate, graduate students and professors.

Fine- and Coarse-Grain Reconfigurable Computing

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 1402065051
Total Pages : 389 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Fine- and Coarse-Grain Reconfigurable Computing by : Stamatis Vassiliadis

Download or read book Fine- and Coarse-Grain Reconfigurable Computing written by Stamatis Vassiliadis and published by Springer Science & Business Media. This book was released on 2007-09-24 with total page 389 pages. Available in PDF, EPUB and Kindle. Book excerpt: The basic concepts and building blocks for the design of Fine- (or FPGA) and Coarse-Grain Reconfigurable Architectures are discussed in this book. Recently-developed integrated architecture design and software-supported design flow of FPGA and coarse-grain reconfigurable architecture are also described.

NANO-CHIPS 2030

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Author :
Publisher : Springer Nature
ISBN 13 : 3030183386
Total Pages : 597 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis NANO-CHIPS 2030 by : Boris Murmann

Download or read book NANO-CHIPS 2030 written by Boris Murmann and published by Springer Nature. This book was released on 2020-06-08 with total page 597 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, a global team of experts from academia, research institutes and industry presents their vision on how new nano-chip architectures will enable the performance and energy efficiency needed for AI-driven advancements in autonomous mobility, healthcare, and man-machine cooperation. Recent reviews of the status quo, as presented in CHIPS 2020 (Springer), have prompted the need for an urgent reassessment of opportunities in nanoelectronic information technology. As such, this book explores the foundations of a new era in nanoelectronics that will drive progress in intelligent chip systems for energy-efficient information technology, on-chip deep learning for data analytics, and quantum computing. Given its scope, this book provides a timely compendium that hopes to inspire and shape the future of nanoelectronics in the decades to come.

Efficient Processing of Deep Neural Networks

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Publisher : Springer Nature
ISBN 13 : 3031017668
Total Pages : 254 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Efficient Processing of Deep Neural Networks by : Vivienne Sze

Download or read book Efficient Processing of Deep Neural Networks written by Vivienne Sze and published by Springer Nature. This book was released on 2022-05-31 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a structured treatment of the key principles and techniques for enabling efficient processing of deep neural networks (DNNs). DNNs are currently widely used for many artificial intelligence (AI) applications, including computer vision, speech recognition, and robotics. While DNNs deliver state-of-the-art accuracy on many AI tasks, it comes at the cost of high computational complexity. Therefore, techniques that enable efficient processing of deep neural networks to improve key metrics—such as energy-efficiency, throughput, and latency—without sacrificing accuracy or increasing hardware costs are critical to enabling the wide deployment of DNNs in AI systems. The book includes background on DNN processing; a description and taxonomy of hardware architectural approaches for designing DNN accelerators; key metrics for evaluating and comparing different designs; features of DNN processing that are amenable to hardware/algorithm co-design to improve energy efficiency and throughput; and opportunities for applying new technologies. Readers will find a structured introduction to the field as well as formalization and organization of key concepts from contemporary work that provide insights that may spark new ideas.

Internet of Things. Information Processing in an Increasingly Connected World

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Publisher : Springer
ISBN 13 : 3030156516
Total Pages : 243 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Internet of Things. Information Processing in an Increasingly Connected World by : Leon Strous

Download or read book Internet of Things. Information Processing in an Increasingly Connected World written by Leon Strous and published by Springer. This book was released on 2019-03-19 with total page 243 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book constitutes the refereed post-conference proceedings of the First IFIP International Cross-Domain Conference on Internet of Things, IFIPIoT 2018, held at the 24th IFIP World Computer Congress, WCC 2018, in Poznan, Poland, in September 2018. The 12 full papers presented were carefully reviewed and selected from 24 submissions. Also included in this volume are 4 WCC 2018 plenary contributions, an invited talk and a position paper from the IFIP domain committee on IoT. The papers cover a wide range of topics from a technology to a business perspective and include among others hardware, software and management aspects, process innovation, privacy, power consumption, architecture, applications.

Applied Reconfigurable Computing

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Publisher : Springer
ISBN 13 : 3030172279
Total Pages : 418 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Applied Reconfigurable Computing by : Christian Hochberger

Download or read book Applied Reconfigurable Computing written by Christian Hochberger and published by Springer. This book was released on 2019-04-02 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 15th International Symposium on Applied Reconfigurable Computing, ARC 2019, held in Darmstadt, Germany, in April 2019. The 20 full papers and 7 short papers presented in this volume were carefully reviewed and selected from 52 submissions. In addition, the volume contains 1 invited paper. The papers were organized in topical sections named: Applications; partial reconfiguration and security; image/video processing; high-level synthesis; CGRAs and vector processing; architectures; design frameworks and methodology; convolutional neural networks.

Heterogeneous Reconfigurable Processors for Real-Time Baseband Processing

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Publisher : Springer
ISBN 13 : 3319240048
Total Pages : 195 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Heterogeneous Reconfigurable Processors for Real-Time Baseband Processing by : Chenxin Zhang

Download or read book Heterogeneous Reconfigurable Processors for Real-Time Baseband Processing written by Chenxin Zhang and published by Springer. This book was released on 2016-01-18 with total page 195 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on domain-specific heterogeneous reconfigurable architectures, demonstrating for readers a computing platform which is flexible enough to support multiple standards, multiple modes, and multiple algorithms. The content is multi-disciplinary, covering areas of wireless communication, computing architecture, and circuit design. The platform described provides real-time processing capability with reasonable implementation cost, achieving balanced trade-offs among flexibility, performance, and hardware costs. The authors discuss efficient design methods for wireless communication processing platforms, from both an algorithm and architecture design perspective. Coverage also includes computing platforms for different wireless technologies and standards, including MIMO, OFDM, Massive MIMO, DVB, WLAN, LTE/LTE-A, and 5G.

Introduction to Reconfigurable Computing

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Publisher : Springer Science & Business Media
ISBN 13 : 1402061005
Total Pages : 375 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Introduction to Reconfigurable Computing by : Christophe Bobda

Download or read book Introduction to Reconfigurable Computing written by Christophe Bobda and published by Springer Science & Business Media. This book was released on 2007-09-30 with total page 375 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work is a comprehensive study of the field. It provides an entry point to the novice willing to move in the research field reconfigurable computing, FPGA and system on programmable chip design. The book can also be used as teaching reference for a graduate course in computer engineering, or as reference to advance electrical and computer engineers. It provides a very strong theoretical and practical background to the field, from the early Estrin’s machine to the very modern architecture such as embedded logic devices.

Integrated Circuit and System Design. Power and Timing Modeling, Optimization and Simulation

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Publisher : Springer
ISBN 13 : 3540959483
Total Pages : 462 pages
Book Rating : 4.5/5 (49 download)

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Book Synopsis Integrated Circuit and System Design. Power and Timing Modeling, Optimization and Simulation by : Lars Svensson

Download or read book Integrated Circuit and System Design. Power and Timing Modeling, Optimization and Simulation written by Lars Svensson and published by Springer. This book was released on 2009-01-30 with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt: Welcome to the proceedings of PATMOS 2008, the 18th in a series of int- national workshops. PATMOS 2008 was organized by INESC-ID / IST - TU Lisbon, Portugal, with sponsorship by Cadence, IBM, Chipidea, and Tecmic, and technical co-sponsorship by the IEEE. Over the years, PATMOS has evolved into an important European event, where researchers from both industry and academia discuss and investigate the emerging challenges in future and contemporary applications, design meth- ologies, and tools required for the development of the upcoming generations of integrated circuits and systems. The technical program of PATMOS 2008 c- tained state-of-the-art technical contributions, three invited talks, and a special session on recon?gurable architectures. The technical program focused on t- ing, performance and power consumption, as well as architectural aspects with particular emphasis on modeling, design, characterization, analysis and op- mization in the nanometer era. The Technical Program Committee, with the assistance of additional expert reviewers, selected the 41 papers presented at PATMOS. The papers were - ganized into 7 oral sessions (with a total of 31 papers) and 2 poster sessions (with a total of 10 papers). As is customary for the PATMOS workshops, full papers were required for review, and a minimum of three reviews were received per manuscript.

Reconfigurable Computing

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Publisher : Springer Science & Business Media
ISBN 13 : 9781461400615
Total Pages : 296 pages
Book Rating : 4.4/5 (6 download)

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Book Synopsis Reconfigurable Computing by : Joao Cardoso

Download or read book Reconfigurable Computing written by Joao Cardoso and published by Springer Science & Business Media. This book was released on 2011-08-17 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the complexity of modern embedded systems increases, it becomes less practical to design monolithic processing platforms. As a result, reconfigurable computing is being adopted widely for more flexible design. Reconfigurable Computers offer the spatial parallelism and fine-grained customizability of application-specific circuits with the postfabrication programmability of software. To make the most of this unique combination of performance and flexibility, designers need to be aware of both hardware and software issues. FPGA users must think not only about the gates needed to perform a computation but also about the software flow that supports the design process. The goal of this book is to help designers become comfortable with these issues, and thus be able to exploit the vast opportunities possible with reconfigurable logic.

Convergence of Artificial Intelligence and the Internet of Things

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Publisher : Springer Nature
ISBN 13 : 3030449076
Total Pages : 446 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Convergence of Artificial Intelligence and the Internet of Things by : George Mastorakis

Download or read book Convergence of Artificial Intelligence and the Internet of Things written by George Mastorakis and published by Springer Nature. This book was released on 2020-05-06 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers recent research work on emerging Artificial Intelligence (AI) methods for processing and storing data generated by cloud-based Internet of Things (IoT) infrastructures. Major topics covered include the analysis and development of AI-powered mechanisms in future IoT applications and architectures. Further, the book addresses new technological developments, current research trends, and industry needs. Presenting case studies, experience and evaluation reports, and best practices in utilizing AI applications in IoT networks, it strikes a good balance between theoretical and practical issues. It also provides technical/scientific information on various aspects of AI technologies, ranging from basic concepts to research grade material, including future directions. The book is intended for researchers, practitioners, engineers and scientists involved in the design and development of protocols and AI applications for IoT-related devices. As the book covers a wide range of mobile applications and scenarios where IoT technologies can be applied, it also offers an essential introduction to the field.

Applied Reconfigurable Computing

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Author :
Publisher : Springer
ISBN 13 : 331930481X
Total Pages : 370 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Applied Reconfigurable Computing by : Vanderlei Bonato

Download or read book Applied Reconfigurable Computing written by Vanderlei Bonato and published by Springer. This book was released on 2016-03-15 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 12th International Symposium on Applied Reconfigurable Computing, ARC 2016, held in Rio de Janeiro, Brazil, in March 2016. The 20 full papers presented in this volume were carefully reviewed and selected from 47 submissions. They are organized in topical headings named: video and image processing; fault-tolerant systems; tools and architectures; signal processing; and multicore systems. In addition, the book contains 3 invited papers and 8 poster papers on funded RD running and completed projects.