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Using Artificial Neural Networks for Analog Integrated Circuit Design Automation, Jo?o P. S. Rosa; Daniel J. D. Guerra; Nuno C. G. H


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Автор: Jo?o P. S. Rosa; Daniel J. D. Guerra; Nuno C. G. H
Название:  Using Artificial Neural Networks for Analog Integrated Circuit Design Automation
ISBN: 9783030357429
Издательство: Springer
Классификация:





ISBN-10: 3030357422
Обложка/Формат: Soft cover
Страницы: 101
Вес: 0.20 кг.
Дата издания: 2020
Серия: SpringerBriefs in Applied Sciences and Technology
Язык: English
Издание: 1st ed. 2020
Иллюстрации: Xviii, 103 p. 34 illus., 28 illus. in color.
Размер: 234 x 156 x 6
Читательская аудитория: Professional & vocational
Основная тема: Engineering
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book addresses the automatic sizing and layout of analog integrated circuits (ICs) using deep learning (DL) and artificial neural networks (ANN). It explores an innovative approach to automatic circuit sizing where ANNs learn patterns from previously optimized design solutions. In opposition to classical optimization-based sizing strategies, where computational intelligence techniques are used to iterate over the map from devices’ sizes to circuits’ performances provided by design equations or circuit simulations, ANNs are shown to be capable of solving analog IC sizing as a direct map from specifications to the devices’ sizes. Two separate ANN architectures are proposed: a Regression-only model and a Classification and Regression model. The goal of the Regression-only model is to learn design patterns from the studied circuits, using circuit’s performances as input features and devices’ sizes as target outputs. This model can size a circuit given its specifications for a single topology. The Classification and Regression model has the same capabilities of the previous model, but it can also select the most appropriate circuit topology and its respective sizing given the target specification. The proposed methodology was implemented and tested on two analog circuit topologies.
Дополнительное описание:
Introduction.- Related Work.- Overview of Artificial Neural Networks (ANNs).- On the Exploration of Promising Analog IC Designs via ANNs.- ANNs as an Alternative for Automatic Analog IC Placement.- Conclusions.




Digital Integrated Circuit Design Using Verilog and SystemVerilog

Автор: Ronald W. Mehler
Название: Digital Integrated Circuit Design Using Verilog and SystemVerilog
ISBN: 0124080596 ISBN-13(EAN): 9780124080591
Издательство: Elsevier Science
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Цена: 11193.00 р.
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Описание: For those with a basic understanding of digital design, this book teaches the essential skills to design digital integrated circuits using Verilog and the relevant extensions of SystemVerilog. In addition to covering the syntax of Verilog and SystemVerilog, the author provides an appreciation of design challenges and solutions for producing working circuits. The book covers not only the syntax and limitations of HDL coding, but deals extensively with design problems such as partitioning and synchronization, helping you to produce designs that are not only logically correct, but will actually work when turned into physical circuits. Throughout the book, many small examples are used to validate concepts and demonstrate how to apply design skills. This book takes readers who have already learned the fundamentals of digital design to the point where they can produce working circuits using modern design methodologies. It clearly explains what is useful for circuit design and what parts of the languages are only software, providing a non-theoretical, practical guide to robust, reliable and optimized hardware design and development.

Advanced Robotics and Intelligent Automation in Manufacturing

Автор: Maki K Habib
Название: Advanced Robotics and Intelligent Automation in Manufacturing
ISBN: 1799823229 ISBN-13(EAN): 9781799823223
Издательство: Mare Nostrum (Eurospan)
Цена: 27027.00 р.
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Описание: While human capabilities can withstand broad levels of strain, they cannot hope to compete with the advanced abilities of automated technologies. Developing advanced robotic systems will provide a better, faster means to produce goods and deliver a level of seamless communication and synchronization that exceeds human skill. Advanced Robotics and Intelligent Automation in Manufacturing is a pivotal reference source that provides vital research on the application of advanced manufacturing technologies in regards to production speed, quality, and innovation. While highlighting topics such as human-machine interaction, quality management, and sensor integration, this publication explores state-of-the-art technologies in the field of robotics engineering as well as human-robot interaction. This book is ideally designed for researchers, students, engineers, manufacturers, managers, industry professionals, and academicians seeking to enhance their innovative design capabilities.

Advanced Robotics and Intelligent Automation in Manufacturing

Автор: Maki K Habib
Название: Advanced Robotics and Intelligent Automation in Manufacturing
ISBN: 1799813827 ISBN-13(EAN): 9781799813828
Издательство: Mare Nostrum (Eurospan)
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Цена: 35897.00 р.
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Описание: While human capabilities can withstand broad levels of strain, they cannot hope to compete with the advanced abilities of automated technologies. Developing advanced robotic systems will provide a better, faster means to produce goods and deliver a level of seamless communication and synchronization that exceeds human skill. Advanced Robotics and Intelligent Automation in Manufacturing is a pivotal reference source that provides vital research on the application of advanced manufacturing technologies in regards to production speed, quality, and innovation. While highlighting topics such as human-machine interaction, quality management, and sensor integration, this publication explores state-of-the-art technologies in the field of robotics engineering as well as human-robot interaction. This book is ideally designed for researchers, students, engineers, manufacturers, managers, industry professionals, and academicians seeking to enhance their innovative design capabilities.

Artificial Intelligence in the Age of Neural Networks and Brain Computing

Автор: Kozma, Robert
Название: Artificial Intelligence in the Age of Neural Networks and Brain Computing
ISBN: 0128154802 ISBN-13(EAN): 9780128154809
Издательство: Elsevier Science
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Цена: 22401.00 р.
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Описание:

Artificial Intelligence in the Age of Neural Networks and Brain Computing demonstrates that existing disruptive implications and applications of AI is a development of the unique attributes of neural networks, mainly machine learning, distributed architectures, massive parallel processing, black-box inference, intrinsic nonlinearity and smart autonomous search engines. The book covers the major basic ideas of brain-like computing behind AI, provides a framework to deep learning, and launches novel and intriguing paradigms as future alternatives. The success of AI-based commercial products proposed by top industry leaders, such as Google, IBM, Microsoft, Intel and Amazon can be interpreted using this book.

  • Developed from the 30th anniversary of the International Neural Network Society (INNS) and the 2017 International Joint Conference on Neural Networks (IJCNN)
  • Authored by top experts, global field pioneers and researchers working on cutting-edge applications in signal processing, speech recognition, games, adaptive control and decision-making
  • Edited by high-level academics and researchers in intelligent systems and neural networks
Toward Deep Neural Networks

Автор: Zhang
Название: Toward Deep Neural Networks
ISBN: 1138387037 ISBN-13(EAN): 9781138387034
Издательство: Taylor&Francis
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Цена: 19140.00 р.
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Описание: This book introduces deep neural networks, with a focus on the weights-and-structure determination (WASD) algorithm. Based on the authors` 20 years of research experience on neuronets, the book explores the models, algorithms, and applications of the WASD neuronet.

Analog Integrated Circuit Design Automation

Автор: Martins
Название: Analog Integrated Circuit Design Automation
ISBN: 331934059X ISBN-13(EAN): 9783319340593
Издательство: Springer
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Цена: 16070.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: 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.

Advanced artificial intelligence /

Автор: Shi, Zhongzhi,
Название: Advanced artificial intelligence /
ISBN: 9811200874 ISBN-13(EAN): 9789811200878
Издательство: World Scientific Publishing
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Цена: 31680.00 р.
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Описание:

The joint breakthrough of big data, cloud computing and deep learning has made artificial intelligence (AI) the new focus in the international arena. AI is a branch of computer science, developing intelligent machine with imitating, extending and augmenting human intelligence through artificial means and techniques to realize intelligent behaviour.

This comprehensive compendium, consisting of 15 chapters, captures the updated achievements of AI. It is completely revised to reflect the current researches in the field, through numerous techniques and strategies to address the impending challenges facing computer scientists today.

The unique volume is useful for senior or graduate students in the information field and related tertiary specialities. It is also a suitable reference text for professionals, researchers, and academics in AI, machine learning, electrical & electronic engineering and biocomputing.

Symbolic Analysis in Analog Integrated Circuit Design

Автор: Henrik Floberg
Название: Symbolic Analysis in Analog Integrated Circuit Design
ISBN: 0792399692 ISBN-13(EAN): 9780792399698
Издательство: Springer
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Цена: 22203.00 р.
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Описание: Offers an introduction to computer-aided circuit analysis and presents systematic methods for solving linear and nonlinear circuit problems, which are illustrated by examples. This book is suitable for students and researchers as well as for industry designers who want to familiarize themselves with circuit analysis.

Fast techniques for integrated circuit design /

Автор: Sahrling, Mikael,
Название: Fast techniques for integrated circuit design /
ISBN: 1108498450 ISBN-13(EAN): 9781108498456
Издательство: Cambridge Academ
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Цена: 15365.00 р.
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Описание: Learn how to use estimation techniques to solve integrated circuit (IC) design problems, accelerate the design process, and enhance understanding of complex systems with this step-by-step guide. Using numerous real-world application examples, it is ideal for both early-career and established professionals and researchers, and graduate students, working in IC design.

An Artificial Intelligence Approach to Integrated Circuit Floorplanning

Автор: Marwan A. Jabri
Название: An Artificial Intelligence Approach to Integrated Circuit Floorplanning
ISBN: 3540539581 ISBN-13(EAN): 9783540539582
Издательство: Springer
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Цена: 16070.00 р.
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Описание: This work presents an artificial intelligence approach to top-down floorplanning of integrated circuits (IC). The approach divides the floorplanning process into separate knowledge-based and algorithmic tasks. This enables the use of IC specialized knowledge to drive sophisticated algorithms.


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