Dynamics of Complex Autonomous Boolean Networks

Nonfiction, Science & Nature, Science, Other Sciences, System Theory, Mathematics, Mathematical Analysis
Cover of the book Dynamics of Complex Autonomous Boolean Networks by David P. Rosin, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: David P. Rosin ISBN: 9783319135786
Publisher: Springer International Publishing Publication: December 31, 2014
Imprint: Springer Language: English
Author: David P. Rosin
ISBN: 9783319135786
Publisher: Springer International Publishing
Publication: December 31, 2014
Imprint: Springer
Language: English

This thesis focuses on the dynamics of autonomous Boolean networks, on the basis of Boolean logic functions in continuous time without external clocking. These networks are realized with integrated circuits on an electronic chip as a field programmable gate array (FPGA) with roughly 100,000 logic gates, offering an extremely flexible model system. It allows fast and cheap design cycles and large networks with arbitrary topologies and coupling delays.
The author presents pioneering results on theoretical modeling, experimental realization, and selected applications. In this regard, three classes of novel dynamic behavior are investigated: (i) Chaotic Boolean networks are proposed as high-speed physical random number generators with high bit rates. (ii) Networks of periodic Boolean oscillators are home to long-living transient chimera states, i.e., novel patterns of coexisting domains of spatially coherent (synchronized) and incoherent (desynchronized) dynamics. (iii) Excitable networks exhibit cluster synchronization and can be used as fast artificial Boolean neurons whose spiking patterns can be controlled. This work presents the first experimental platform for large complex networks, which will facilitate exciting future developments.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

This thesis focuses on the dynamics of autonomous Boolean networks, on the basis of Boolean logic functions in continuous time without external clocking. These networks are realized with integrated circuits on an electronic chip as a field programmable gate array (FPGA) with roughly 100,000 logic gates, offering an extremely flexible model system. It allows fast and cheap design cycles and large networks with arbitrary topologies and coupling delays.
The author presents pioneering results on theoretical modeling, experimental realization, and selected applications. In this regard, three classes of novel dynamic behavior are investigated: (i) Chaotic Boolean networks are proposed as high-speed physical random number generators with high bit rates. (ii) Networks of periodic Boolean oscillators are home to long-living transient chimera states, i.e., novel patterns of coexisting domains of spatially coherent (synchronized) and incoherent (desynchronized) dynamics. (iii) Excitable networks exhibit cluster synchronization and can be used as fast artificial Boolean neurons whose spiking patterns can be controlled. This work presents the first experimental platform for large complex networks, which will facilitate exciting future developments.

More books from Springer International Publishing

Cover of the book Microwave-assisted Polymer Synthesis by David P. Rosin
Cover of the book Bioactive Compounds from Extremophiles by David P. Rosin
Cover of the book Coordination Models and Languages by David P. Rosin
Cover of the book Molecular Symmetry, Super-Rotation, and Semiclassical Motion by David P. Rosin
Cover of the book Stochastic Neuron Models by David P. Rosin
Cover of the book The Criminalisation of Migration in Europe by David P. Rosin
Cover of the book Geography Education for Global Understanding by David P. Rosin
Cover of the book Applied Physics, System Science and Computers by David P. Rosin
Cover of the book Programming with Actors by David P. Rosin
Cover of the book From Molecules to Materials by David P. Rosin
Cover of the book Big Data – BigData 2018 by David P. Rosin
Cover of the book Text, Speech, and Dialogue by David P. Rosin
Cover of the book Dynamic Secularization by David P. Rosin
Cover of the book Landscape and the Environment in Hollywood Film by David P. Rosin
Cover of the book Chemistry and Hygiene of Food Additives by David P. Rosin
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy