Title Engineering applications of FPGAs : 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

Published Switzerland : Springer, [2016]

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Description 1 online resource (xvi, 222 pages) : illustrations (some color) 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 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 Includes bibliographical references and index Notes Online resource; title from PDF title page (SpringerLink, viewed June 8, 2016) Subject Field programmable gate arrays. Computer architecture & logic design. Electronics engineering. Circuits & components. TECHNOLOGY & ENGINEERING -- Mechanical. Field programmable gate arrays Form Electronic book Author Rangel M., José de Jesús, author. Fraga, Luis Gerardo de la, author ISBN 9783319341156 3319341154 3319341138 9783319341132

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