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.

Tlelo-Cuautle, Esteban,; Rangel M., José de Jesús,; Fraga, Luis Gerardo de la,

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.

Tlelo-Cuautle, Esteban, author.; Rangel M., José de Jesús, author.; Fraga, Luis Gerardo de la, author.

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.

Author

Tlelo-Cuautle, Esteban, author.

ISBN

9783319341156 (electronic book)
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).

Added Author

Rangel M., José de Jesús, author.
Fraga, Luis Gerardo de la, author.

Available in Other Form

Engineering Applications of FPGAs : Chaotic Systems, Artificial Neural Networks, Random Number Generators, and Secure Communication Systems

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