Engineering applications of FPGAs [electronic resource] : chaotic systems, artificial neural networks, random number generators, and secure communication systems / Esteban Tlelo-Cuautle, José de Jesús Rangel-Magdaleno, Luis Gerardo de la Fraga.
2016
TK7895.G36
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Title
Engineering applications of FPGAs [electronic resource] : chaotic systems, artificial neural networks, random number generators, and secure communication systems / Esteban Tlelo-Cuautle, José de Jesús Rangel-Magdaleno, Luis Gerardo de la Fraga.
ISBN
9783319341156 (electronic book)
3319341154 (electronic book)
9783319341132
3319341154 (electronic book)
9783319341132
Published
Switzerland : Springer, 2016.
Language
English
Description
1 online resource (xvi, 222 pages) : illustrations.
Call Number
TK7895.G36
Dewey Decimal Classification
621.39/5
Summary
This book offers readers a clear guide to implementing engineering applications with FPGAs, from the mathematical description to the hardware synthesis, including discussion of VHDL programming and co-simulation issues. Coverage includes FPGA realizations such as: chaos generators that are described from their mathematical models; artificial neural networks (ANNs) to predict chaotic time series, for which a discussion of different ANN topologies is included, with different learning techniques and activation functions; random number generators (RNGs) that are realized using different chaos generators, and discussions of their maximum Lyapunov exponent values and entropies. Finally, optimized chaotic oscillators are synchronized and realized to implement a secure communication system that processes black and white and grey-scale images. In each application, readers will find VHDL programming guidelines and computer arithmetic issues, along with co-simulation examples with Active-HDL and Simulink. Readers will benefit from this practical guide to implementing a variety of engineering applications from VHDL programming and co-simulation issues, to FPGA realizations of chaos generators, ANNs for chaotic time-series prediction, RNGs and chaotic secure communications for image transmission.
Bibliography, etc. Note
Includes bibliographical references and index.
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Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed June 8, 2016).
Available in Other Form
Engineering Applications of FPGAs : Chaotic Systems, Artificial Neural Networks, Random Number Generators, and Secure Communication Systems
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Table of Contents
Introduction to field programmable gate arrays
VHDL
Matlab-Simulink Co-simulation
Chaos generators
Artificial neural networks for time series prediction
Random number generators
Secure communication system
Challenges in engineering applications.
VHDL
Matlab-Simulink Co-simulation
Chaos generators
Artificial neural networks for time series prediction
Random number generators
Secure communication system
Challenges in engineering applications.