Deep In-memory Architectures for Machine Learning

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Author :
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.

To the Digital Age

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Author :
Publisher : JHU Press
ISBN 13 : 9780801868092
Total Pages : 452 pages
Book Rating : 4.8/5 (68 download)

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Book Synopsis To the Digital Age by : Ross Knox Bassett

Download or read book To the Digital Age written by Ross Knox Bassett and published by JHU Press. This book was released on 2002-05 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bassett (history, North Carolina State U.) combines corporate and technological history in his examination of the development and propagation of the metal- oxide-semiconductor (MOS) transistor, the backbone of digital electronics. One of the primary questions the study addresses is how organizational leadership contributes to the ability to successfully adapt to technological change. The focus is on the operations of Fairchild Semiconductor, Intel, and IBM. Annotation (c)2003 Book News, Inc., Portland, OR (booknews.com).

Proceedings of the ... Custom Integrated Circuits Conference

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Author :
Publisher :
ISBN 13 :
Total Pages : 824 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Proceedings of the ... Custom Integrated Circuits Conference by :

Download or read book Proceedings of the ... Custom Integrated Circuits Conference written by and published by . This book was released on 1989 with total page 824 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Efficient Processing of Deep Neural Networks

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Author :
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.

Ultra-Low-Power Short-Range Radios

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Author :
Publisher : Springer
ISBN 13 : 3319147145
Total Pages : 399 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Ultra-Low-Power Short-Range Radios by : Patrick P. Mercier

Download or read book Ultra-Low-Power Short-Range Radios written by Patrick P. Mercier and published by Springer. This book was released on 2015-07-21 with total page 399 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the design of ultra-low-power radio-frequency integrated circuits (RFICs), with communication distances ranging from a few centimeters to a few meters. The authors describe leading-edge techniques to achieve ultra-low-power communication over short-range links. Many different applications are covered, ranging from body-area networks to transcutaneous implant communications and smart-appliance sensor networks. Various design techniques are explained to facilitate each of these applications.

Digitally Assisted Pipeline ADCs

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 1402078404
Total Pages : 164 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Digitally Assisted Pipeline ADCs by : Boris Murmann

Download or read book Digitally Assisted Pipeline ADCs written by Boris Murmann and published by Springer Science & Business Media. This book was released on 2007-05-08 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digitally Assisted Pipeline ADCs: Theory and Implementation explores the opportunity to reduce ADC power dissipation by leveraging digital signal processing capabilities in fine line integrated circuit technology. The described digitally assisted pipelined ADC uses a statistics-based system identification technique as an enabling element to replace precision residue amplifiers with simple open-loop gain stages. The digital compensation of analog circuit distortion eliminates one key factor in the classical noise-speed-linearity constraint loop and thereby enables a significant power reduction. Digitally Assisted Pipeline ADCs: Theory and Implementation describes in detail the implementation and measurement results of a 12-bit, 75-MSample/sec proof-of-concept prototype. The Experimental converter achieves power savings greater than 60% over conventional implementations. Digitally Assisted Pipeline ADCs: Theory and Implementation will be of interest to researchers and professionals interested in advances of state-of-the-art in A/D conversion techniques.

mm-Wave Silicon Technology

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 0387765611
Total Pages : 313 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis mm-Wave Silicon Technology by : Ali M. Niknejad

Download or read book mm-Wave Silicon Technology written by Ali M. Niknejad and published by Springer Science & Business Media. This book was released on 2008-01-03 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book compiles and presents the research results from the past five years in mm-wave Silicon circuits. This area has received a great deal of interest from the research community including several university and research groups. The book covers device modeling, circuit building blocks, phased array systems, and antennas and packaging. It focuses on the techniques that uniquely take advantage of the scale and integration offered by silicon based technologies.

Embedded Flash Memory for Embedded Systems: Technology, Design for Sub-systems, and Innovations

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Author :
Publisher : Springer
ISBN 13 : 3319553062
Total Pages : 253 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Embedded Flash Memory for Embedded Systems: Technology, Design for Sub-systems, and Innovations by : Hideto Hidaka

Download or read book Embedded Flash Memory for Embedded Systems: Technology, Design for Sub-systems, and Innovations written by Hideto Hidaka and published by Springer. This book was released on 2017-09-09 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive introduction to embedded flash memory, describing the history, current status, and future projections for technology, circuits, and systems applications. The authors describe current main-stream embedded flash technologies from floating-gate 1Tr, floating-gate with split-gate (1.5Tr), and 1Tr/1.5Tr SONOS flash technologies and their successful creation of various applications. Comparisons of these embedded flash technologies and future projections are also provided. The authors demonstrate a variety of embedded applications for auto-motive, smart-IC cards, and low-power, representing the leading-edge technology developments for eFlash. The discussion also includes insights into future prospects of application-driven non-volatile memory technology in the era of smart advanced automotive system, such as ADAS (Advanced Driver Assistance System) and IoE (Internet of Everything). Trials on technology convergence and future prospects of embedded non-volatile memory in the new memory hierarchy are also described. Introduces the history of embedded flash memory technology for micro-controller products and how embedded flash innovations developed; Includes comprehensive and detailed descriptions of current main-stream embedded flash memory technologies, sub-system designs and applications; Explains why embedded flash memory requirements are different from those of stand-alone flash memory and how to achieve specific goals with technology development and circuit designs; Describes a mature and stable floating-gate 1Tr cell technology imported from stand-alone flash memory products - that then introduces embedded-specific split-gate memory cell technologies based on floating-gate storage structure and charge-trapping SONOS technology and their eFlash sub-system designs; Describes automotive and smart-IC card applications requirements and achievements in advanced eFlash beyond 4 0nm node.

High-Frequency Integrated Circuits

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Author :
Publisher : Cambridge University Press
ISBN 13 : 0521873029
Total Pages : 921 pages
Book Rating : 4.5/5 (218 download)

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Book Synopsis High-Frequency Integrated Circuits by : Sorin Voinigescu

Download or read book High-Frequency Integrated Circuits written by Sorin Voinigescu and published by Cambridge University Press. This book was released on 2013-02-28 with total page 921 pages. Available in PDF, EPUB and Kindle. Book excerpt: A transistor-level, design-intensive overview of high speed and high frequency monolithic integrated circuits for wireless and broadband systems from 2 GHz to 200 GHz, this comprehensive text covers high-speed, RF, mm-wave, and optical fibre circuits using nanoscale CMOS, SiGe BiCMOS, and III-V technologies. Step-by-step design methodologies, end-of chapter problems, and practical simulation and design projects are provided, making this an ideal resource for senior undergraduate and graduate courses in circuit design. With an emphasis on device-circuit topology interaction and optimization, it gives circuit designers and students alike an in-depth understanding of device structures and process limitations affecting circuit performance.

Age of Information

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Publisher : Morgan & Claypool Publishers
ISBN 13 : 1681736799
Total Pages : 226 pages
Book Rating : 4.6/5 (817 download)

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Book Synopsis Age of Information by : Yin Sun

Download or read book Age of Information written by Yin Sun and published by Morgan & Claypool Publishers. This book was released on 2019-12-12 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information usually has the highest value when it is fresh. For example, real-time knowledge about the location, orientation, and speed of motor vehicles is imperative in autonomous driving, and the access to timely information about stock prices and interest rate movements is essential for developing trading strategies on the stock market. The Age of Information (AoI) concept, together with its recent extensions, provides a means of quantifying the freshness of information and an opportunity to improve the performance of real-time systems and networks. Recent research advances on AoI suggest that many well-known design principles of traditional data networks (for, e.g., providing high throughput and low delay) need to be re-examined for enhancing information freshness in rapidly emerging real-time applications. This book provides a suite of analytical tools and insightful results on the generation of information-update packets at the source nodes and the design of network protocols forwarding the packets to their destinations. The book also points out interesting connections between AoI concept and information theory, signal processing, and control theory, which are worthy of future investigation.

Continuous-Time Sigma-Delta A/D Conversion

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 3540284737
Total Pages : 257 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Continuous-Time Sigma-Delta A/D Conversion by : Friedel Gerfers

Download or read book Continuous-Time Sigma-Delta A/D Conversion written by Friedel Gerfers and published by Springer Science & Business Media. This book was released on 2006-02-27 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sigma-delta A/D converters are a key building block in wireless and multimedia applications. This comprehensive book deals with all relevant aspects arising during the analysis, design and simulation of the now widespread continuous-time implementations of sigma-delta modulators. The results of several years of research by the authors in the field of CT sigma-delta modulators are covered, including the analysis and modeling of different CT modulator architectures, CT/DT loop filter synthesis, a detailed error analysis of all components, and possible compensation/correction schemes for the non-ideal behavior in CT sigma-delta modulators. Guidance for obtaining low-power consumption and several practical implementations are also presented. It is shown that all the proposed new theories, architectures and possible correction techniques have been confirmed by measurements on discrete or integrated circuits. Quantitative results are also provided, thus enabling prediction of the resulting accuracy.

Monolithic Phase-Locked Loops and Clock Recovery Circuits

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 9780780311497
Total Pages : 516 pages
Book Rating : 4.3/5 (114 download)

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Book Synopsis Monolithic Phase-Locked Loops and Clock Recovery Circuits by : Behzad Razavi

Download or read book Monolithic Phase-Locked Loops and Clock Recovery Circuits written by Behzad Razavi and published by John Wiley & Sons. This book was released on 1996-04-18 with total page 516 pages. Available in PDF, EPUB and Kindle. Book excerpt: Featuring an extensive 40 page tutorial introduction, this carefully compiled anthology of 65 of the most important papers on phase-locked loops and clock recovery circuits brings you comprehensive coverage of the field-all in one self-contained volume. You'll gain an understanding of the analysis, design, simulation, and implementation of phase-locked loops and clock recovery circuits in CMOS and bipolar technologies along with valuable insights into the issues and trade-offs associated with phase locked systems for high speed, low power, and low noise.

Principles of Data Conversion System Design

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Publisher : Wiley-IEEE Press
ISBN 13 :
Total Pages : 280 pages
Book Rating : 4.3/5 (97 download)

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Book Synopsis Principles of Data Conversion System Design by : Behzad Razavi

Download or read book Principles of Data Conversion System Design written by Behzad Razavi and published by Wiley-IEEE Press. This book was released on 1995 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: This advanced text and reference covers the design and implementation of integrated circuits for analog-to-digital and digital-to-analog conversion. It begins with basic concepts and systematically leads the reader to advanced topics, describing design issues and techniques at both circuit and system level. Gain a system-level perspective of data conversion units and their trade-offs with this state-of-the art book. Topics covered include: sampling circuits and architectures, D/A and A/D architectures; comparator and op amp design; calibration techniques; testing and characterization; and more!

The Fourth Terminal

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Publisher : Springer Nature
ISBN 13 : 3030394964
Total Pages : 433 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis The Fourth Terminal by : Sylvain Clerc

Download or read book The Fourth Terminal written by Sylvain Clerc and published by Springer Nature. This book was released on 2020-04-25 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses the advantages and challenges of Body-Biasing for integrated circuits and systems, together with the deployment of the design infrastructure needed to generate this Body-Bias voltage. These new design solutions enable state of the art energy efficiency and system flexibility for the latest applications, such as Internet of Things and 5G communications.

VLSI-SoC: From Algorithms to Circuits and System-on-Chip Design

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Author :
Publisher : Springer
ISBN 13 : 3642450733
Total Pages : 245 pages
Book Rating : 4.6/5 (424 download)

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Book Synopsis VLSI-SoC: From Algorithms to Circuits and System-on-Chip Design by : Andreas Burg

Download or read book VLSI-SoC: From Algorithms to Circuits and System-on-Chip Design written by Andreas Burg and published by Springer. This book was released on 2013-11-26 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains extended and revised versions of the best papers presented at the 20th IFIP WG 10.5/IEEE International Conference on Very Large Scale Integration, VLSI-SoC 2012, held in Santa Cruz, CA, USA, in October 2012. The 12 papers included in the book were carefully reviewed and selected from the 33 full papers presented at the conference. The papers cover a wide range of topics in VLSI technology and advanced research. They address the current trend toward increasing chip integration and technology process advancements bringing about stimulating new challenges both at the physical and system-design levels, as well as in the test of these systems.

Solid State Circuits Technologies

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Author :
Publisher : BoD – Books on Demand
ISBN 13 : 9533070455
Total Pages : 476 pages
Book Rating : 4.5/5 (33 download)

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Book Synopsis Solid State Circuits Technologies by : Jacobus Swart

Download or read book Solid State Circuits Technologies written by Jacobus Swart and published by BoD – Books on Demand. This book was released on 2010-01-01 with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt: The evolution of solid-state circuit technology has a long history within a relatively short period of time. This technology has lead to the modern information society that connects us and tools, a large market, and many types of products and applications. The solid-state circuit technology continuously evolves via breakthroughs and improvements every year. This book is devoted to review and present novel approaches for some of the main issues involved in this exciting and vigorous technology. The book is composed of 22 chapters, written by authors coming from 30 different institutions located in 12 different countries throughout the Americas, Asia and Europe. Thus, reflecting the wide international contribution to the book. The broad range of subjects presented in the book offers a general overview of the main issues in modern solid-state circuit technology. Furthermore, the book offers an in depth analysis on specific subjects for specialists. We believe the book is of great scientific and educational value for many readers. I am profoundly indebted to the support provided by all of those involved in the work. First and foremost I would like to acknowledge and thank the authors who worked hard and generously agreed to share their results and knowledge. Second I would like to express my gratitude to the Intech team that invited me to edit the book and give me their full support and a fruitful experience while working together to combine this book.

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.