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 Advances in Signal Processing and Intelligent Recognition Systems by David P. Rosin
Cover of the book Data Envelopment Analysis in the Financial Services Industry by David P. Rosin
Cover of the book Diagnostic and Interventional Ultrasound in Pediatrics and Pediatric Surgery by David P. Rosin
Cover of the book Shape in Medical Imaging by David P. Rosin
Cover of the book Lectures on the Nearest Neighbor Method by David P. Rosin
Cover of the book Translating across Sensory and Linguistic Borders by David P. Rosin
Cover of the book Taking Offence on Social Media by David P. Rosin
Cover of the book Authenticity in Architectural Heritage Conservation by David P. Rosin
Cover of the book Millennium Development Goals (MDGs) in Retrospect by David P. Rosin
Cover of the book Runtime Verification by David P. Rosin
Cover of the book Recent Advances in Celestial and Space Mechanics by David P. Rosin
Cover of the book Structural Motion Engineering by David P. Rosin
Cover of the book Soil in Criminal and Environmental Forensics by David P. Rosin
Cover of the book Applications of Soft Computing in Time Series Forecasting by David P. Rosin
Cover of the book Multi-Band Effective Mass Approximations 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