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Analog Circuits For Machine Learning Current Voltage Temperature Sensors And High Speed Communication
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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. This book was released on 2023-03-26 with total page 0 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.
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.
Author : Publisher :Springer Nature ISBN 13 :3031703596 Total Pages :507 pages Book Rating :4.0/5 (317 download)
Download or read book written by and published by Springer Nature. This book was released on with total page 507 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Synaptic Circuits and Functions in Bio-inspired Integrated Architectures by : Ole Richter
Download or read book Synaptic Circuits and Functions in Bio-inspired Integrated Architectures written by Ole Richter and published by University of Groningen. This book was released on 2024-10-15 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: Based upon the most advanced human-made technology on this planet, CMOS integrated circuit technology, this dissertation examines the design of hardware components and systems to establish a technological foundation for the application of future breakthroughs in the intersection of AI and neuroscience. Humans have long imagined machines, robots, and computers that learn and display intelligence akin to animals and themselves. To advance the development of these machines, specialised research in custom-built hardware designed for specific types of computation, which mirrors the structure of powerful biological nervous systems, is especially important. This dissertation is driven by the quest to harness biological and artificial neural principles to enhance the efficiency, adaptability, and intelligence of electronic neurosynaptic and neuromorphic hardware systems. It investigates the hardware design of bio-inspired neural components and their integration into more extensive scale and efficient chip architectures suitable for edge processing and near-sensor environments. Exploring all steps to the creation of a custom chip, this work selectively surveys and advances the state-of-the-art in bio-inspired mixed-signal subthreshold integrated design for neurosynaptic systems in a practical fashion. Further, it presents a novel asynchronous digital convolutional neuronal network processing pipeline integrated with a vision sensor for smart sensing. In conclusion, it sets forth a series of open challenges and future directions for the field, emphasizing the need for a robust, future-proof base for bio-inspired design and the potential of asynchronous stream processor architectures.
Book Synopsis Spike-based learning application for neuromorphic engineering by : Anup Das
Download or read book Spike-based learning application for neuromorphic engineering written by Anup Das and published by Frontiers Media SA. This book was released on 2024-08-22 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: Spiking Neural Networks (SNN) closely imitate biological networks. Information processing occurs in both spatial and temporal manner, making SNN extremely interesting for the pertinent mimicking of the biological brain. Biological brains code and transmit the sensory information in the form of spikes that capture the spatial and temporal information of the environment with amazing precision. This information is processed in an asynchronous way by the neural layer performing recognition of complex spatio-temporal patterns with sub-milliseconds delay and at with a power budget in the order of 20W. The efficient spike coding mechanism and the asynchronous and sparse processing and communication of spikes seems to be key in the energy efficiency and high-speed computation capabilities of biological brains. SNN low-power and event-based computation make them more attractive when compared to other artificial neural networks (ANN).
Book Synopsis Biomedical Electronics, Noise Shaping ADCs, and Frequency References by : Pieter Harpe
Download or read book Biomedical Electronics, Noise Shaping ADCs, and Frequency References written by Pieter Harpe and published by Springer Nature. This book was released on 2023-06-22 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is based on the 18 tutorials presented during the 30th 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.
Book Synopsis Analog Integrated Circuit Design Automation by : Ricardo Martins
Download or read book Analog Integrated Circuit Design Automation written by Ricardo Martins and published by Springer. This book was released on 2016-07-20 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces readers to a variety of tools for analog layout design automation. After discussing the placement and routing problem in electronic design automation (EDA), the authors overview a variety of automatic layout generation tools, as well as the most recent advances in analog layout-aware circuit sizing. The discussion includes different methods for automatic placement (a template-based Placer and an optimization-based Placer), a fully-automatic Router and an empirical-based Parasitic Extractor. The concepts and algorithms of all the modules are thoroughly described, enabling readers to reproduce the methodologies, improve the quality of their designs, or use them as starting point for a new tool. All the methods described are applied to practical examples for a 130nm design process, as well as placement and routing benchmark sets.
Book Synopsis Troubleshooting Analog Circuits by : Robert Pease
Download or read book Troubleshooting Analog Circuits written by Robert Pease and published by Newnes. This book was released on 1991-06-19 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: Whether you are primarily an analog or digital engineer / technician, experienced or neophyte, this book has something for you. You'll find Bob's approach to problem identification and isolation to be applicable to a wide spectrum of engineering disciplines.
Download or read book The Engineering Index Annual written by and published by . This book was released on 1992 with total page 2264 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since its creation in 1884, Engineering Index has covered virtually every major engineering innovation from around the world. It serves as the historical record of virtually every major engineering innovation of the 20th century. Recent content is a vital resource for current awareness, new production information, technological forecasting and competitive intelligence. The world?s most comprehensive interdisciplinary engineering database, Engineering Index contains over 10.7 million records. Each year, over 500,000 new abstracts are added from over 5,000 scholarly journals, trade magazines, and conference proceedings. Coverage spans over 175 engineering disciplines from over 80 countries. Updated weekly.
Book Synopsis Foundations of Analog and Digital Electronic Circuits by : Anant Agarwal
Download or read book Foundations of Analog and Digital Electronic Circuits written by Anant Agarwal and published by Elsevier. This book was released on 2005-07-01 with total page 1009 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlike books currently on the market, this book attempts to satisfy two goals: combine circuits and electronics into a single, unified treatment, and establish a strong connection with the contemporary world of digital systems. It will introduce a new way of looking not only at the treatment of circuits, but also at the treatment of introductory coursework in engineering in general. Using the concept of ''abstraction,'' the book attempts to form a bridge between the world of physics and the world of large computer systems. In particular, it attempts to unify electrical engineering and computer science as the art of creating and exploiting successive abstractions to manage the complexity of building useful electrical systems. Computer systems are simply one type of electrical systems.+Balances circuits theory with practical digital electronics applications.+Illustrates concepts with real devices.+Supports the popular circuits and electronics course on the MIT OpenCourse Ware from which professionals worldwide study this new approach.+Written by two educators well known for their innovative teaching and research and their collaboration with industry.+Focuses on contemporary MOS technology.
Book Synopsis Analog Circuit Design by : Jim Williams
Download or read book Analog Circuit Design written by Jim Williams and published by Elsevier. This book was released on 2016-06-30 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analog Circuit Design
Book Synopsis Analog and Digital Circuits for Electronic Control System Applications by : Jerry Luecke
Download or read book Analog and Digital Circuits for Electronic Control System Applications written by Jerry Luecke and published by Elsevier. This book was released on 2004-10-15 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: Today's control system designers face an ever-increasing "need for speed and accuracy in their system measurements and computations. New design approaches using microcontrollers and DSP are emerging, and designers must understand these new approaches, the tools available, and how best to apply them.This practical text covers the latest techniques in microcontroller-based control system design, making use of the popular MSP430 microcontroller from Texas Instruments.The book covers all the circuits of the system, including:·Sensors and their output signals·Design and application of signal conditioning circuits·A-to-D and D-to-A circuit design·Operation and application of the powerful and popular TI MSP430 microcontroller·Data transmission circuits·System power control circuitryWritten by an experienced microcontroller engineer and textbook author, the book is lavishly illustrated and includes numerous specific circuit design examples, including a fully tested and documented hands-on project using the MSP430 that makes use of the principles described. For students, engineers, technicians, and hobbyists, this practical text provides the answers you need to design modern control systems quickly and easily. - Seasoned Texas Instruments designer provides a ground-up perspective on embedded control systems - Pedagogical style provides a self-learning approach with examples, quizzes and review features
Book Synopsis The gm/ID Methodology, a sizing tool for low-voltage analog CMOS Circuits by : Paul Jespers
Download or read book The gm/ID Methodology, a sizing tool for low-voltage analog CMOS Circuits written by Paul Jespers and published by Springer Science & Business Media. This book was released on 2009-12-01 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: IC designers appraise currently MOS transistor geometries and currents to compromise objectives like gain-bandwidth, slew-rate, dynamic range, noise, non-linear distortion, etc. Making optimal choices is a difficult task. How to minimize for instance the power consumption of an operational amplifier without too much penalty regarding area while keeping the gain-bandwidth unaffected in the same time? Moderate inversion yields high gains, but the concomitant area increase adds parasitics that restrict bandwidth. Which methodology to use in order to come across the best compromise(s)? Is synthesis a mixture of design experience combined with cut and tries or is it a constrained multivariate optimization problem, or a mixture? Optimization algorithms are attractive from a system perspective of course, but what about low-voltage low-power circuits, requiring a more physical approach? The connections amid transistor physics and circuits are intricate and their interactions not always easy to describe in terms of existing software packages. The gm/ID synthesis methodology is adapted to CMOS analog circuits for the transconductance over drain current ratio combines most of the ingredients needed in order to determine transistors sizes and DC currents.
Book Synopsis CMOS Analog Integrated Circuits by : Tertulien Ndjountche
Download or read book CMOS Analog Integrated Circuits written by Tertulien Ndjountche and published by CRC Press. This book was released on 2019-12-17 with total page 1178 pages. Available in PDF, EPUB and Kindle. Book excerpt: High-speed, power-efficient analog integrated circuits can be used as standalone devices or to interface modern digital signal processors and micro-controllers in various applications, including multimedia, communication, instrumentation, and control systems. New architectures and low device geometry of complementary metaloxidesemiconductor (CMOS) technologies have accelerated the movement toward system on a chip design, which merges analog circuits with digital, and radio-frequency components.
Book Synopsis Nano-scale CMOS Analog Circuits by : Soumya Pandit
Download or read book Nano-scale CMOS Analog Circuits written by Soumya Pandit and published by CRC Press. This book was released on 2018-09-03 with total page 397 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reliability concerns and the limitations of process technology can sometimes restrict the innovation process involved in designing nano-scale analog circuits. The success of nano-scale analog circuit design requires repeat experimentation, correct analysis of the device physics, process technology, and adequate use of the knowledge database. Starting with the basics, Nano-Scale CMOS Analog Circuits: Models and CAD Techniques for High-Level Design introduces the essential fundamental concepts for designing analog circuits with optimal performances. This book explains the links between the physics and technology of scaled MOS transistors and the design and simulation of nano-scale analog circuits. It also explores the development of structured computer-aided design (CAD) techniques for architecture-level and circuit-level design of analog circuits. The book outlines the general trends of technology scaling with respect to device geometry, process parameters, and supply voltage. It describes models and optimization techniques, as well as the compact modeling of scaled MOS transistors for VLSI circuit simulation. • Includes two learning-based methods: the artificial neural network (ANN) and the least-squares support vector machine (LS-SVM) method • Provides case studies demonstrating the practical use of these two methods • Explores circuit sizing and specification translation tasks • Introduces the particle swarm optimization technique and provides examples of sizing analog circuits • Discusses the advanced effects of scaled MOS transistors like narrow width effects, and vertical and lateral channel engineering Nano-Scale CMOS Analog Circuits: Models and CAD Techniques for High-Level Design describes the models and CAD techniques, explores the physics of MOS transistors, and considers the design challenges involving statistical variations of process technology parameters and reliability constraints related to circuit design.
Book Synopsis Op Amps for Everyone by : Ron Mancini
Download or read book Op Amps for Everyone written by Ron Mancini and published by Newnes. This book was released on 2003 with total page 470 pages. Available in PDF, EPUB and Kindle. Book excerpt: The operational amplifier ("op amp") is the most versatile and widely used type of analog IC, used in audio and voltage amplifiers, signal conditioners, signal converters, oscillators, and analog computing systems. Almost every electronic device uses at least one op amp. This book is Texas Instruments' complete professional-level tutorial and reference to operational amplifier theory and applications. Among the topics covered are basic op amp physics (including reviews of current and voltage division, Thevenin's theorem, and transistor models), idealized op amp operation and configuration, feedback theory and methods, single and dual supply operation, understanding op amp parameters, minimizing noise in op amp circuits, and practical applications such as instrumentation amplifiers, signal conditioning, oscillators, active filters, load and level conversions, and analog computing. There is also extensive coverage of circuit construction techniques, including circuit board design, grounding, input and output isolation, using decoupling capacitors, and frequency characteristics of passive components. The material in this book is applicable to all op amp ICs from all manufacturers, not just TI. Unlike textbook treatments of op amp theory that tend to focus on idealized op amp models and configuration, this title uses idealized models only when necessary to explain op amp theory. The bulk of this book is on real-world op amps and their applications; considerations such as thermal effects, circuit noise, circuit buffering, selection of appropriate op amps for a given application, and unexpected effects in passive components are all discussed in detail. *Published in conjunction with Texas Instruments *A single volume, professional-level guide to op amp theory and applications *Covers circuit board layout techniques for manufacturing op amp circuits.
Book Synopsis 模拟CMOS集成电路设计(国外大学优秀教材——微电子类系列(影印版)) by : Behzad Razavi
Download or read book 模拟CMOS集成电路设计(国外大学优秀教材——微电子类系列(影印版)) written by Behzad Razavi and published by 清华大学出版社有限公司. This book was released on 2005 with total page 712 pages. Available in PDF, EPUB and Kindle. Book excerpt: 本书介绍了模拟电路设计的基本概念, 说明了CMOS模拟集成电路设计技术的重要作用, 描述了MOS器件的物理模型及工作特性等.
