Engineering Applications Of Fpgas Chaotic Systems Artificial Neural Networks Random Number Generators And Secure Communication Systems 1st Edition Esteban Tlelocuautle by Esteban Tlelo-cuautle, Jose Rangel-magdaleno, Luis Gerardo De La Fraga (auth.) 9783319341132, 9783319341156, 3319341138, 3319341154 instant download after payment.

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.

The whole book provides a 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.