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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.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.
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.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.
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