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Neural Networks and Analog Computation, Siegelmann, Hava


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Автор: Siegelmann, Hava
Название:  Neural Networks and Analog Computation
ISBN: 9781461268758
Издательство: Springer
Классификация: ISBN-10: 1461268753
Обложка/Формат: Paperback
Страницы: 181
Вес: 0.29 кг.
Язык: English
Размер: 234 x 156 x 11
Ссылка на Издательство: Link
Поставляется из: Германии
Описание: Humanitys most basic intellectual quest to decipher nature and master it has led to numerous efforts to build machines that simulate the world or communi- cate with it Bus70, Tur36, MP43, Sha48, vN56, Sha41, Rub89, NK91, Nyc92]. The computational power and dynamic behavior of such machines is a central question for mathematicians, computer scientists, and occasionally, physicists. Our interest is in computers called artificial neural networks. In their most general framework, neural networks consist of assemblies of simple processors, or neurons, each of which computes a scalar activation function of its input. This activation function is nonlinear, and is typically a monotonic function with bounded range, much like neural responses to input stimuli. The scalar value produced by a neuron affects other neurons, which then calculate a new scalar value of their own. This describes the dynamical behavior of parallel updates. Some of the signals originate from outside the network and act as inputs to the system, while other signals are communicated back to the environment and are thus used to encode the end result of the computation.


Foundations of Analog and Digital Electronic Circuits,

Автор: Anant Agarwal
Название: Foundations of Analog and Digital Electronic Circuits,
ISBN: 1558607358 ISBN-13(EAN): 9781558607354
Издательство: Elsevier Science
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Цена: 13304.00 р.
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Описание: Computer systems are simply one type of electrical systems. Using the concept of "abstraction", this book 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.

Baseband Analog Circuits for Software Defined Radio

Автор: Vito Giannini; Jan Craninckx; Andrea Baschirotto
Название: Baseband Analog Circuits for Software Defined Radio
ISBN: 9048176638 ISBN-13(EAN): 9789048176632
Издательство: Springer
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Цена: 15672.00 р.
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Описание: This is the first book to describe most of the issues involved in the transition from a single standard to a Software Radio based wireless terminal.

Analog Design and Simulation using OrCAD Capture and PSpice,

Автор: Dennis Fitzpatrick
Название: Analog Design and Simulation using OrCAD Capture and PSpice,
ISBN: 0080970958 ISBN-13(EAN): 9780080970950
Издательство: Elsevier Science
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Цена: 8541.00 р.
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Описание: Analog Design and Simulation using OrCAD Capture and PSpice provides step-by-step instructions on how to use the Cadence/OrCAD family of Electronic Design Automation software for analog design and simulation. Organized into 22 chapters, each with exercises at the end, it explains how to start Capture and set up the project type and libraries for PSpice simulation. It also covers the use of AC analysis to calculate the frequency and phase response of a circuit and DC analysis to calculate the circuits bias point over a range of values. The book describes a parametric sweep, which involves sweeping a parameter through a range of values, along with the use of Stimulus Editor to define transient analog and digital sources. It also examines the failure of simulations due to circuit errors and missing or incorrect parameters, and discusses the use of Monte Carlo analysis to estimate the response of a circuit when device model parameters are randomly varied between specified tolerance limits according to a specified statistical distribution. Other chapters focus on the use of worst-case analysis to identify the most critical components that will affect circuit performance, how to add and create PSpice models, and how the frequency-related signal and dispersion losses of transmission lines affect the signal integrity of high-speed signals via the transmission lines. Practitioners, researchers, and those interested in using the Cadence/OrCAD professional simulation software to design and analyze electronic circuits will find the information, methods, compounds, and experiments described in this book extremely useful.

Analog Circuits and Systems Optimization based on Evolutionary Computation Techniques

Автор: Manuel Barros; Jorge Guilherme; Nuno Horta
Название: Analog Circuits and Systems Optimization based on Evolutionary Computation Techniques
ISBN: 3642263232 ISBN-13(EAN): 9783642263231
Издательство: Springer
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Цена: 23757.00 р.
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Описание: Transistor-level design for complex mixed-signal systems-on-chip remains difficult to automate. This book shows how a modified genetic algorithm kernel can improve efficiency in the analog IC design cycle and includes a worked example of the method.

Analog Circuits and Systems Optimization based on Evolutionary Computation Techniques

Автор: Manuel Barros; Jorge Guilherme; Nuno Horta
Название: Analog Circuits and Systems Optimization based on Evolutionary Computation Techniques
ISBN: 3642123457 ISBN-13(EAN): 9783642123450
Издательство: Springer
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Цена: 23757.00 р.
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Описание: Transistor-level design for complex mixed-signal systems-on-chip remains difficult to automate. This book shows how a modified genetic algorithm kernel can improve efficiency in the analog IC design cycle and includes a worked example of the method.

The Art and Science of Analog Circuit Design,

Автор: Jim Williams
Название: The Art and Science of Analog Circuit Design,
ISBN: 0750670622 ISBN-13(EAN): 9780750670623
Издательство: Elsevier Science
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Цена: 8420.00 р.
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Описание: A companion to "Analog Circuit Design: Art, Science, and Personalities", this volume presents viewpoints on subjects related to analog circuit design. It includes visualizing operation of analog circuits. It also describes troubleshooting for optimum circuit performance, and demonstrates how to produce a saleable product.


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