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:

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.

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.

mm-Wave Silicon Technology

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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.

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.

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.

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.

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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Author :
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!

Floating Body Cell

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Publisher : CRC Press
ISBN 13 : 9814303070
Total Pages : 266 pages
Book Rating : 4.8/5 (143 download)

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Book Synopsis Floating Body Cell by : Takashi Ohsawa

Download or read book Floating Body Cell written by Takashi Ohsawa and published by CRC Press. This book was released on 2011-10-14 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the technologies of the floating body cell (FBC), which is regarded as the most probable candidate to replace the conventional 1T-1C DRAM. It covers basic principles, procedures for device structure optimization, operational methods, relations between different applications, and their suitable technology options. One of the authors (Dr. Takashi Ohsawa) is known as the inventor of FBC and presented the award-winning paper at the IEEE International Solid-State Circuits Conference (ISSCC) in 2002 for the cell concept and a memory design using the cell.

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

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Author :
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:

Ultra-Low-Voltage Design of Energy-Efficient Digital Circuits

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Author :
Publisher : Springer
ISBN 13 : 3319161369
Total Pages : 207 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Ultra-Low-Voltage Design of Energy-Efficient Digital Circuits by : Nele Reynders

Download or read book Ultra-Low-Voltage Design of Energy-Efficient Digital Circuits written by Nele Reynders and published by Springer. This book was released on 2015-04-14 with total page 207 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on increasing the energy-efficiency of electronic devices so that portable applications can have a longer stand-alone time on the same battery. The authors explain the energy-efficiency benefits that ultra-low-voltage circuits provide and provide answers to tackle the challenges which ultra-low-voltage operation poses. An innovative design methodology is presented, verified, and validated by four prototypes in advanced CMOS technologies. These prototypes are shown to achieve high energy-efficiency through their successful functionality at ultra-low supply voltages.

Fully Integrated Switched-Capacitor PMU for IoT Nodes

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Author :
Publisher : Springer Nature
ISBN 13 : 3031147014
Total Pages : 174 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Fully Integrated Switched-Capacitor PMU for IoT Nodes by : Ricardo Madeira

Download or read book Fully Integrated Switched-Capacitor PMU for IoT Nodes written by Ricardo Madeira and published by Springer Nature. This book was released on 2022-11-21 with total page 174 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a step-by-step methodology and system design that can be used to design a fully integrated PMU using SC DC-DC converters, for any CMOS technology. The authors discuss trade-offs between power density and efficiency of the methodology for the 130 nm CMOS technology, and how to implement it on other CMOS technologies. The book describes the state-of-the-art of fully or near-fully integrated SC DC-DC converters with multiple conversion ratios and the techniques used to enhance the overall performance of these converters. Coverage includes the trade-off between the number of conversion ratios and overall extracted efficiency from a supercapacitor, as well as the sizing of the converter cells according to the desired output power and maximum clock frequency. The authors also describe in detail the design of the fundamental blocks for the converter operation, which includes a secondary control loop using capacitance modulation by sensing the clock frequency.

Charge-based CMOS Digital RF Transmitters

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Author :
Publisher : Springer
ISBN 13 : 331945787X
Total Pages : 180 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Charge-based CMOS Digital RF Transmitters by : Pedro Emiliano Paro Filho

Download or read book Charge-based CMOS Digital RF Transmitters written by Pedro Emiliano Paro Filho and published by Springer. This book was released on 2016-09-27 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces a completely novel architecture that can relax the trade-off existing today between noise, power and area consumption in a very suitable solution for advanced wireless communication systems. Through the combination of charge-domain operation with incremental signaling, this architecture gives the best of both worlds, providing the reduced area and high portability of digital-intensive architectures with an improved out-of-band noise performance given by intrinsic noise filtering capabilities. Readers will be enabled to design higher performance radio front-ends that consume less power and area, especially with respect to the transmitter and power amplifier designs, considered by many the “battery killers” on most mobile devices.