Download or read book On Chip Training NPU Algorithm Architecture and SoC Design written by Donghyeon Han and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlike most available sources that focus on deep neural network (DNN) inference, this book provides readers with a single-source reference on the needs, requirements, and challenges involved with on-device, DNN training semiconductor and SoC design. The authors include coverage of the trends and history surrounding the development of on-device DNN training, as well as on-device training semiconductors and SoC design examples to facilitate understanding. Focuses on the requirements and challenges of on-device deep neural network (DNN) training, rather than DNN inference; Provides guidelines for on-device, DNN training semiconductor or System-on-Chip (SoC) design; Includes on-device training semiconductors and SoC design examples to facilitate understanding.
Download or read book On Chip Training NPU Algorithm Architecture and SoC Design written by Donghyeon Han and published by Springer Nature. This book was released on 2023-08-28 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlike most available sources that focus on deep neural network (DNN) inference, this book provides readers with a single-source reference on the needs, requirements, and challenges involved with on-device, DNN training semiconductor and SoC design. The authors include coverage of the trends and history surrounding the development of on-device DNN training, as well as on-device training semiconductors and SoC design examples to facilitate understanding.
Download or read book Low Power NoC for High Performance SoC Design written by Hoi-Jun Yoo and published by CRC Press. This book was released on 2018-10-08 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Chip Design and Implementation from a Practical Viewpoint Focusing on chip implementation, Low-Power NoC for High-Performance SoC Design provides practical knowledge and real examples of how to use network on chip (NoC) in the design of system on chip (SoC). It discusses many architectural and theoretical studies on NoCs, including design methodology, topology exploration, quality-of-service guarantee, low-power design, and implementation trials. The Steps to Implement NoC The book covers the full spectrum of the subject, from theory to actual chip design using NoC. Employing the Unified Modeling Language (UML) throughout, it presents complicated concepts, such as models of computation and communication–computation partitioning, in a manner accessible to laypeople. The authors provide guidelines on how to simplify complex networking theory to design a working chip. In addition, they explore the novel NoC techniques and implementations of the Basic On-Chip Network (BONE) project. Examples of real-time decisions, circuit-level design, systems, and chips give the material a real-world context. Low-Power NoC and Its Application to SoC Design Emphasizing the application of NoC to SoC design, this book shows how to build the complicated interconnections on SoC while keeping a low power consumption.
Download or read book System on Chip for Real Time Applications written by Wael Badawy and published by Springer Science & Business Media. This book was released on 2002-10-31 with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt: System-on-Chip for Real-Time Applications will be of interest to engineers, both in industry and academia, working in the area of SoC VLSI design and application. It will also be useful to graduate and undergraduate students in electrical and computer engineering and computer science. A selected set of papers from the 2nd International Workshop on Real-Time Applications were used to form the basis of this book. It is organized into the following chapters: -Introduction; -Design Reuse; -Modeling; -Architecture; -Design Techniques; -Memory; -Circuits; -Low Power; -Interconnect and Technology; -MEMS. System-on-Chip for Real-Time Applications contains many signal processing applications and will be of particular interest to those working in that community.
Download or read book Network on Chip written by Santanu Kundu and published by CRC Press. This book was released on 2014-12-15 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: Addresses the Challenges Associated with System-on-Chip Integration Network-on-Chip: The Next Generation of System-on-Chip Integration examines the current issues restricting chip-on-chip communication efficiency, and explores Network-on-chip (NoC), a promising alternative that equips designers with the capability to produce a scalable, reusable, and high-performance communication backbone by allowing for the integration of a large number of cores on a single system-on-chip (SoC). This book provides a basic overview of topics associated with NoC-based design: communication infrastructure design, communication methodology, evaluation framework, and mapping of applications onto NoC. It details the design and evaluation of different proposed NoC structures, low-power techniques, signal integrity and reliability issues, application mapping, testing, and future trends. Utilizing examples of chips that have been implemented in industry and academia, this text presents the full architectural design of components verified through implementation in industrial CAD tools. It describes NoC research and developments, incorporates theoretical proofs strengthening the analysis procedures, and includes algorithms used in NoC design and synthesis. In addition, it considers other upcoming NoC issues, such as low-power NoC design, signal integrity issues, NoC testing, reconfiguration, synthesis, and 3-D NoC design. This text comprises 12 chapters and covers: The evolution of NoC from SoC—its research and developmental challenges NoC protocols, elaborating flow control, available network topologies, routing mechanisms, fault tolerance, quality-of-service support, and the design of network interfaces The router design strategies followed in NoCs The evaluation mechanism of NoC architectures The application mapping strategies followed in NoCs Low-power design techniques specifically followed in NoCs The signal integrity and reliability issues of NoC The details of NoC testing strategies reported so far The problem of synthesizing application-specific NoCs Reconfigurable NoC design issues Direction of future research and development in the field of NoC Network-on-Chip: The Next Generation of System-on-Chip Integration covers the basic topics, technology, and future trends relevant to NoC-based design, and can be used by engineers, students, and researchers and other industry professionals interested in computer architecture, embedded systems, and parallel/distributed systems.
Download or read book Engineering the Complex SOC Fast Flexible Design with Configurable Processors written by and published by . This book was released on 2004 with total page 453 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book A Practical Approach to VLSI System on Chip SoC Design written by Veena S. Chakravarthi and published by Springer Nature. This book was released on 2022-12-13 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: Now in a thoroughly revised second edition, this practical practitioner guide provides a comprehensive overview of the SoC design process. It explains end-to-end system on chip (SoC) design processes and includes updated coverage of design methodology, the design environment, EDA tool flow, design decisions, choice of design intellectual property (IP) cores, sign-off procedures, and design infrastructure requirements. The second edition provides new information on SOC trends and updated design cases. Coverage also includes critical advanced guidance on the latest UPF-based low power design flow, challenges of deep submicron technologies, and 3D design fundamentals, which will prepare the readers for the challenges of working at the nanotechnology scale. A Practical Approach to VLSI System on Chip (SoC) Design: A Comprehensive Guide, Second Edition provides engineers who aspire to become VLSI designers with all the necessary information and details of EDA tools. It will be a valuable professional reference for those working on VLSI design and verification portfolios in complex SoC designs
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 206 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.
Download or read book Winning the SoC Revolution written by Grant Martin and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: In 1998-99, at the dawn of the SoC Revolution, we wrote Surviving the SOC Revolution: A Guide to Platform Based Design. In that book, we focused on presenting guidelines and best practices to aid engineers beginning to design complex System-on-Chip devices (SoCs). Now, in 2003, facing the mid-point of that revolution, we believe that it is time to focus on winning. In this book, Winning the SoC Revolution: Experiences in Real Design, we gather the best practical experiences in how to design SoCs from the most advanced design groups, while setting the issues and techniques in the context of SoC design methodologies. As an edited volume, this book has contributions from the leading design houses who are winning in SoCs - Altera, ARM, IBM, Philips, TI, UC Berkeley, and Xilinx. These chapters present the many facets of SoC design - the platform based approach, how to best utilize IP, Verification, FPGA fabrics as an alternative to ASICs, and next generation process technology issues. We also include observations from Ron Wilson of CMP Media on best practices for SoC design team collaboration. We hope that by utilizing this book, you too, will win the SoC Revolution.
Download or read book System on a chip written by Rochit Rajsuman and published by Artech House Publishers. This book was released on 2000 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: Starting with a basic overview of system-on-a-chip (SoC), including definitions of related terms, this new book helps you understand SoC design challenges, and the latest design and test methodologies. You see how ASIC technology evolved to an embedded cores-based concept that includes pre-designed, reusable Intellectual Property (IP) cores that act as microprocessors, data storage devices, DSP, bus control, and interfaces -- all "stitched" together by a User's Defined Logic (UDL).
Download or read book UML for SOC Design written by Grant Martin and published by Springer Science & Business Media. This book was released on 2006-07-01 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: A tutorial approach to using the UML modeling language in system-on-chip design Based on the DAC 2004 tutorial, applicable for students and professionals Contributions by top-level international researchers The best work at the first UML for SoC workshop Unique combination of both UML capabilities and SoC design issues Condenses research and development ideas that are only found in multiple conference proceedings and many other books into one place Will be the seminal reference work for this area for years to come
Download or read book Engineering the Complex SOC written by Christopher Rowen and published by Prentice Hall. This book was released on 2004 with total page 506 pages. Available in PDF, EPUB and Kindle. Book excerpt: &Quot;For all architects, hardware engineers, software designers, and SOC program managers involved with complex SOC design; and for all managers investing in SOC designs, platforms, processors, or expertise."--BOOK JACKET.
Download or read book System on Chip SOC Architecture written by Veena S. Chakravarthi and published by Springer. This book was released on 2023-08-17 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book deals with a practical approach to defining a system on a chip (SoC) architecture. It is written by practicing industry experts with cumulative five decades of hands-on experience. The book discusses how the system-level design challenges are addressed at the architecture stage and clearly defines different SoC subsystems and components. The book explains the practical method of determining system subsystems in system architectures. System on Chip (SOC) Architecture: A Practical Approach provides readers with a complete understanding of methods for defining SoC architecture.
Download or read book Embedded System Design written by Mohit Arora and published by . This book was released on 2016-05-20 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book's aim is to highlight all the complex issues, tasks and techniques that must be mastered by a SoC Architect to define and architect SoC for an embedded application. This book is primary focused on real problems with emphasis on architectural techniques across various aspects of chip-design, especially in context to embedded systems. The book covers aspects of embedded systems in a consistent way, starting with basic concepts that provides introduction to embedded systems and gradually increasing the depth to reach advanced concepts, such as power management and design consideration for maximum power efficiency and higher battery life. Theoretical part has been intentionally kept to the minimum that is essentially required to understand the subject. The guidelines explained across various chapters are independent of any CAD tool or silicon process and are applicable to any SoC architecture targeted for embedded systems.
Download or read book Surviving the SOC Revolution written by Henry Chang and published by Taylor & Francis US. This book was released on 1999-11-30 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the reviews: "This book crystallizes what may become a defining moment in the electronics industry - the shift to platform-based design. It provides the first comprehensive guidebook for those who will build, and use, the integration platforms that may soon drive the system-on-chip revolution." Electronic Engineering Times
Download or read book System on Chip written by Bashir M. Al-Hashimi and published by Presbyterian Publishing Corp. This book was released on 2006-01-31 with total page 954 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights both the key achievements of electronic systems design targeting SoC implementation style, and the future challenges presented by the continuing scaling of CMOS technology.
Download or read book Hardware Accelerator Systems for Artificial Intelligence and Machine Learning written by Shiho Kim and published by Elsevier. This book was released on 2021-04-07 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hardware Accelerator Systems for Artificial Intelligence and Machine Learning, Volume 122 delves into arti?cial Intelligence and the growth it has seen with the advent of Deep Neural Networks (DNNs) and Machine Learning. Updates in this release include chapters on Hardware accelerator systems for artificial intelligence and machine learning, Introduction to Hardware Accelerator Systems for Artificial Intelligence and Machine Learning, Deep Learning with GPUs, Edge Computing Optimization of Deep Learning Models for Specialized Tensor Processing Architectures, Architecture of NPU for DNN, Hardware Architecture for Convolutional Neural Network for Image Processing, FPGA based Neural Network Accelerators, and much more. Updates on new information on the architecture of GPU, NPU and DNN Discusses In-memory computing, Machine intelligence and Quantum computing Includes sections on Hardware Accelerator Systems to improve processing efficiency and performance
