Dynamics Of Complex Autonomous Boolean Networks

Download Dynamics Of Complex Autonomous Boolean Networks full books in PDF, epub, and Kindle. Read online Dynamics Of Complex Autonomous Boolean Networks ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!

Dynamics of Complex Autonomous Boolean Networks

Author : David P. Rosin
Publisher : Springer
ISBN 13 : 3319135783
Total Pages : 199 pages
Book Rating : 4.3/5 (191 download)

DOWNLOAD NOW!

Book Synopsis Dynamics of Complex Autonomous Boolean Networks by : David P. Rosin

Download or read book Dynamics of Complex Autonomous Boolean Networks written by David P. Rosin and published by Springer. This book was released on 2014-12-31 with total page 199 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Controlling Synchronization Patterns in Complex Networks

Author : Judith Lehnert
Publisher : Springer
ISBN 13 : 3319251155
Total Pages : 203 pages
Book Rating : 4.3/5 (192 download)

DOWNLOAD NOW!

Book Synopsis Controlling Synchronization Patterns in Complex Networks by : Judith Lehnert

Download or read book Controlling Synchronization Patterns in Complex Networks written by Judith Lehnert and published by Springer. This book was released on 2015-11-06 with total page 203 pages. Available in PDF, EPUB and Kindle. Book excerpt: This research aims to achieve a fundamental understanding of synchronization and its interplay with the topology of complex networks. Synchronization is a ubiquitous phenomenon observed in different contexts in physics, chemistry, biology, medicine and engineering. Most prominently, synchronization takes place in the brain, where it is associated with several cognitive capacities but is - in abundance - a characteristic of neurological diseases. Besides zero-lag synchrony, group and cluster states are considered, enabling a description and study of complex synchronization patterns within the presented theory. Adaptive control methods are developed, which allow the control of synchronization in scenarios where parameters drift or are unknown. These methods are, therefore, of particular interest for experimental setups or technological applications. The theoretical framework is demonstrated on generic models, coupled chemical oscillators and several detailed examples of neural networks.

Discrete-Time and Discrete-Space Dynamical Systems

Author : Kuize Zhang
Publisher : Springer
ISBN 13 : 3030259722
Total Pages : 222 pages
Book Rating : 4.0/5 (32 download)

DOWNLOAD NOW!

Book Synopsis Discrete-Time and Discrete-Space Dynamical Systems by : Kuize Zhang

Download or read book Discrete-Time and Discrete-Space Dynamical Systems written by Kuize Zhang and published by Springer. This book was released on 2019-08-06 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discrete-Time and Discrete-Space Dynamical Systems provides a systematic characterization of the similarities and differences of several types of discrete-time and discrete-space dynamical systems, including: Boolean control networks; nondeterministic finite-transition systems; finite automata; labelled Petri nets; and cellular automata. The book's perspective is primarily based on topological properties though it also employs semitensor-product and graph-theoretic methods where appropriate. It presents a series of fundamental results: invertibility, observability, detectability, reversiblity, etc., with applications to systems biology. Academic researchers with backgrounds in applied mathematics, engineering or computer science and practising engineers working with discrete-time and discrete-space systems will find this book a helpful source of new understanding for this increasingly important class of systems. The basic results to be found within are of fundamental importance for further study of related problems such as automated synthesis and safety control in cyber-physical systems using formal methods.

Reservoir Computing

Author : Kohei Nakajima
Publisher : Springer Nature
ISBN 13 : 9811316872
Total Pages : 463 pages
Book Rating : 4.8/5 (113 download)

DOWNLOAD NOW!

Book Synopsis Reservoir Computing by : Kohei Nakajima

Download or read book Reservoir Computing written by Kohei Nakajima and published by Springer Nature. This book was released on 2021-08-05 with total page 463 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is the first comprehensive book about reservoir computing (RC). RC is a powerful and broadly applicable computational framework based on recurrent neural networks. Its advantages lie in small training data set requirements, fast training, inherent memory and high flexibility for various hardware implementations. It originated from computational neuroscience and machine learning but has, in recent years, spread dramatically, and has been introduced into a wide variety of fields, including complex systems science, physics, material science, biological science, quantum machine learning, optical communication systems, and robotics. Reviewing the current state of the art and providing a concise guide to the field, this book introduces readers to its basic concepts, theory, techniques, physical implementations and applications. The book is sub-structured into two major parts: theory and physical implementations. Both parts consist of a compilation of chapters, authored by leading experts in their respective fields. The first part is devoted to theoretical developments of RC, extending the framework from the conventional recurrent neural network context to a more general dynamical systems context. With this broadened perspective, RC is not restricted to the area of machine learning but is being connected to a much wider class of systems. The second part of the book focuses on the utilization of physical dynamical systems as reservoirs, a framework referred to as physical reservoir computing. A variety of physical systems and substrates have already been suggested and used for the implementation of reservoir computing. Among these physical systems which cover a wide range of spatial and temporal scales, are mechanical and optical systems, nanomaterials, spintronics, and quantum many body systems. This book offers a valuable resource for researchers (Ph.D. students and experts alike) and practitioners working in the field of machine learning, artificial intelligence, robotics, neuromorphic computing, complex systems, and physics.

Proceedings of the 5th International Conference on Applications in Nonlinear Dynamics

Author : Visarath In
Publisher : Springer
ISBN 13 : 3030108929
Total Pages : 330 pages
Book Rating : 4.0/5 (31 download)

DOWNLOAD NOW!

Book Synopsis Proceedings of the 5th International Conference on Applications in Nonlinear Dynamics by : Visarath In

Download or read book Proceedings of the 5th International Conference on Applications in Nonlinear Dynamics written by Visarath In and published by Springer. This book was released on 2019-04-16 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents collaborative research presented by experts in the field of nonlinear science provides the reader with contemporary, cutting-edge, research works that bridge the gap between theory and device realizations of nonlinear phenomena. The conference provides a unique forum for applications of nonlinear systems while solving practical problems in science and engineering. Topics include: chaos gates, social networks, communication, sensors, lasers, molecular motors, biomedical anomalies, and stochastic resonance. This book provides a comprehensive report of the various research projects presented at the International Conference on Applications in Nonlinear Dynamics (ICAND 2018) held in Maui, Hawaii, 2018. It can be a valuable tool for scientists and engineering interested in connecting ideas and methods in nonlinear dynamics with actual design, fabrication and implementation of engineering applications or devices.

A Collection of Papers on Chaos Theory and Its Applications

Author : Paul Bracken
Publisher : BoD – Books on Demand
ISBN 13 : 1839628588
Total Pages : 265 pages
Book Rating : 4.8/5 (396 download)

DOWNLOAD NOW!

Book Synopsis A Collection of Papers on Chaos Theory and Its Applications by : Paul Bracken

Download or read book A Collection of Papers on Chaos Theory and Its Applications written by Paul Bracken and published by BoD – Books on Demand. This book was released on 2021-04-14 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: This current volume contains 12 new papers on the subject of chaos in the physical sciences, which was initiated with the publication of the book Research Advances in Chaos Theory. It is clear the subject continues to attract a great deal of attention among scientists in the scientific community. This volume looks at such problems as chaos in nonlinear systems, in dynamical systems, quantum chaos, biological applications, and a few new emerging areas as well.

Analysis and Control of Boolean Networks

Author : Daizhan Cheng
Publisher : Springer Science & Business Media
ISBN 13 : 0857290975
Total Pages : 472 pages
Book Rating : 4.8/5 (572 download)

DOWNLOAD NOW!

Book Synopsis Analysis and Control of Boolean Networks by : Daizhan Cheng

Download or read book Analysis and Control of Boolean Networks written by Daizhan Cheng and published by Springer Science & Business Media. This book was released on 2010-11-23 with total page 472 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analysis and Control of Boolean Networks presents a systematic new approach to the investigation of Boolean control networks. The fundamental tool in this approach is a novel matrix product called the semi-tensor product (STP). Using the STP, a logical function can be expressed as a conventional discrete-time linear system. In the light of this linear expression, certain major issues concerning Boolean network topology – fixed points, cycles, transient times and basins of attractors – can be easily revealed by a set of formulae. This framework renders the state-space approach to dynamic control systems applicable to Boolean control networks. The bilinear-systemic representation of a Boolean control network makes it possible to investigate basic control problems including controllability, observability, stabilization, disturbance decoupling etc.

Performing Math

Author : Andrew Fiss
Publisher : Rutgers University Press
ISBN 13 : 1978820224
Total Pages : 290 pages
Book Rating : 4.9/5 (788 download)

DOWNLOAD NOW!

Book Synopsis Performing Math by : Andrew Fiss

Download or read book Performing Math written by Andrew Fiss and published by Rutgers University Press. This book was released on 2020-11-13 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: Performing Math tells the history of expectations for math communication—and the conversations about math hatred and math anxiety that occurred in response. Focusing on nineteenth-century American colleges, this book analyzes foundational tools and techniques of math communication: the textbooks that supported reading aloud, the burnings that mimicked pedagogical speech, the blackboards that accompanied oral presentations, the plays that proclaimed performers’ identities as math students, and the written tests that redefined “student performance.” Math communication and math anxiety went hand in hand as new rules for oral communication at the blackboard inspired student revolt and as frameworks for testing student performance inspired performance anxiety. With unusual primary sources from over a dozen educational archives, Performing Math argues for a new, performance-oriented history of American math education, one that can explain contemporary math attitudes and provide a way forward to reframing the problem of math anxiety.

Chimera Patterns in Networks

Author : Anna Zakharova
Publisher : Springer Nature
ISBN 13 : 3030217140
Total Pages : 243 pages
Book Rating : 4.0/5 (32 download)

DOWNLOAD NOW!

Book Synopsis Chimera Patterns in Networks by : Anna Zakharova

Download or read book Chimera Patterns in Networks written by Anna Zakharova and published by Springer Nature. This book was released on 2020-03-09 with total page 243 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first book devoted to chimera states - peculiar partial synchronization patterns in networks. Providing an overview of the state of the art in research on this topic, it explores how these hybrid states, which are composed of spatially separated domains of synchronized and desynchronized behavior, arise surprisingly in networks of identical units and symmetric coupling topologies. The book not only describes various types of chimeras, but also discusses the role of time delay, stochasticity, and network topology for these synchronization-desynchronization patterns. Moreover, it addresses the question of robustness and control of chimera states, which have various applications in physics, biology, chemistry, and engineering. This book is intended for researchers with a background in physics, applied mathematics, or engineering. Of great interest to specialists working on related problems, it is also a valuable resource for newcomers to the field and other scientists working on the control of spatio-temporal patterns.

Complex and Adaptive Dynamical Systems

Author : Claudius Gros
Publisher : Springer Science & Business Media
ISBN 13 : 3642047068
Total Pages : 335 pages
Book Rating : 4.6/5 (42 download)

DOWNLOAD NOW!

Book Synopsis Complex and Adaptive Dynamical Systems by : Claudius Gros

Download or read book Complex and Adaptive Dynamical Systems written by Claudius Gros and published by Springer Science & Business Media. This book was released on 2010-09-24 with total page 335 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover a wide range of findings in quantitative complex system science that help us make sense of our complex world. Written at an introductory level, the book provides an accessible entry into this fascinating and vitally important subject.

Algorithms For Analysis, Inference, And Control Of Boolean Networks

Author : Akutsu Tatsuya
Publisher : World Scientific
ISBN 13 : 9813233443
Total Pages : 228 pages
Book Rating : 4.8/5 (132 download)

DOWNLOAD NOW!

Book Synopsis Algorithms For Analysis, Inference, And Control Of Boolean Networks by : Akutsu Tatsuya

Download or read book Algorithms For Analysis, Inference, And Control Of Boolean Networks written by Akutsu Tatsuya and published by World Scientific. This book was released on 2018-02-13 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Boolean network (BN) is a mathematical model of genetic networks and other biological networks. Although extensive studies have been done on BNs from a viewpoint of complex systems, not so many studies have been undertaken from a computational viewpoint. This book presents rigorous algorithmic results on important computational problems on BNs, which include inference of a BN, detection of singleton and periodic attractors in a BN, and control of a BN. This book also presents algorithmic results on fundamental computational problems on probabilistic Boolean networks and a Boolean model of metabolic networks. Although most contents of the book are based on the work by the author and collaborators, other important computational results and techniques are also reviewed or explained. Contents: Preliminaries Boolean Networks Detection of Attractors Detection of Singleton Attractors Detection of Periodic Attractors Identification of Boolean Networks Control of Boolean Networks Predecessor and Observability Problems Semi-Tensor Product Approach Analysis of Metabolic Networks Probabilistic Boolean Networks Identification of Probabilistic Boolean Networks Control of Probabilistic Boolean Networks Readership: Graduate students and researchers working on string theory and related topics. Keywords: Boolean Networks;Bioinformatics;Systems Biology;Combinatorial Algorithms;AttractorsReview: Key Features: Unique book focusing on computational aspects of Boolean networks Provide computational foundations on Boolean networks Contain recent and up-to-date results on algorithms for Boolean networks

Modeling and Control of Complex Systems

Author : Petros A. Ioannou
Publisher : CRC Press
ISBN 13 : 0849379865
Total Pages : 552 pages
Book Rating : 4.8/5 (493 download)

DOWNLOAD NOW!

Book Synopsis Modeling and Control of Complex Systems by : Petros A. Ioannou

Download or read book Modeling and Control of Complex Systems written by Petros A. Ioannou and published by CRC Press. This book was released on 2007-12-26 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: Comprehension of complex systems comes from an understanding of not only the behavior of constituent elements but how they act together to form the behavior of the whole. However, given the multidisciplinary nature of complex systems, the scattering of information across different areas creates a chaotic situation for those trying to understand pos

A Study of Visualization Approaches and Fractal Dimension Classification of Certain Boolean Networks

Author : Gretchen Boxdorfer
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (141 download)

DOWNLOAD NOW!

Book Synopsis A Study of Visualization Approaches and Fractal Dimension Classification of Certain Boolean Networks by : Gretchen Boxdorfer

Download or read book A Study of Visualization Approaches and Fractal Dimension Classification of Certain Boolean Networks written by Gretchen Boxdorfer and published by . This book was released on 2021 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Boolean Networks provide a simple yet effective approach to the analysis of many complex dynamical systems. And yet, this approach is not currently utilized as widely as possible in various fields. Whether due to lack of knowledge about Boolean Networks or lack of proper modeling software, researchers outside of mathematics may not be able to use this tool that could potentially help with solutions in their own field of knowledge. The main goal of this thesis is to explain the basics of Cellular Automaton and Boolean Networks in a way that requires little mathematical background, making the concepts of these topics accessible to many. Recognizing that visual aides and key to deeper understanding of these concepts, we provide a brief overview of some of the currently available visualization software; asw well as explore some potential additions and propose some possible modifications to these visualization approaches. Furthermore, we outline the basics of fractals and fractal dimensions, and explore how Boolean Networks may be thought of within this framework. We detail the calculation of fractal dimentions of certain Boolean Networks and examine the correlation between fractal dimension and some aspects of the network dynamics. Specifically, we explore the relationship between fractal dimensions and Wolfram's 4 classes of Elementary Cellular Automaton behavior. Our findings match and complement previous work on the topic, and are an indication that fractal dimensions are a meaningful measure of network dynamics, the implication of this being that it may be possible to quantify complex networks using simple measures. The goal is to improve communication surrounding the discourse of Boolean Networks and their utility both among non-mathematicians, and between mathematicians and others. Some applications for Boolean Networks are detailed, including suggested modeling software and use of new findings for these fields.

Parallel Problem Solving from Nature - PPSN III

Author : Yuval Davidor
Publisher : Springer Science & Business Media
ISBN 13 : 9783540584841
Total Pages : 664 pages
Book Rating : 4.5/5 (848 download)

DOWNLOAD NOW!

Book Synopsis Parallel Problem Solving from Nature - PPSN III by : Yuval Davidor

Download or read book Parallel Problem Solving from Nature - PPSN III written by Yuval Davidor and published by Springer Science & Business Media. This book was released on 1994-09-21 with total page 664 pages. Available in PDF, EPUB and Kindle. Book excerpt: The challenges in ecosystem science encompass a broadening and strengthening of interdisciplinary ties, the transfer of knowledge of the ecosystem across scales, and the inclusion of anthropogenic impacts and human behavior into ecosystem, landscape, and regional models. The volume addresses these points within the context of studies in major ecosystem types viewed as the building blocks of central European landscapes. The research is evaluated to increase the understanding of the processes in order to unite ecosystem science with resource management. The comparison embraces coastal lowland forests, associated wetlands and lakes, agricultural land use, and montane and alpine forests. Techniques for upscaling focus on process modelling at stand and landscape scales and the use of remote sensing for landscape-level model parameterization and testing. The case studies demonstrate ways for ecosystem scientists, managers, and social scientists to cooperate.

Chaos and Society

Author : A. Albert
Publisher : IOS Press
ISBN 13 : 9789051992144
Total Pages : 416 pages
Book Rating : 4.9/5 (921 download)

DOWNLOAD NOW!

Book Synopsis Chaos and Society by : A. Albert

Download or read book Chaos and Society written by A. Albert and published by IOS Press. This book was released on 1995 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: This publication reflects on the discussion on using chaos theory for the study of society. It explores the interface between chaos theory and the social sciences. A broad variety of fields (including Sociology, Anthropology, Economics, Political Science, Management, Philosophy and Cognitive Sciences) is represented in the book. The leading themes are: Conceptual and Methodological Issues, Social Connectionism and the Connectionist Mind, Social Institutions and Public Policy, and Social Simulations. The book includes the following topics: the relevance of the complexity-chaos paradigm for analyzing social systems, the usefulness of nonlinear dynamics for studying the formation and sustainability of social groups, the comparison between spontaneous social orders and spontaneous biological/natural orders, the building of Artificial Societies, and the contribution of the chaos paradigm to a better understanding and formulation of public policies.

Complexity, Entropy And The Physics Of Information

Author : Wojciech H. Zurek
Publisher : CRC Press
ISBN 13 : 0429971435
Total Pages : 545 pages
Book Rating : 4.4/5 (299 download)

DOWNLOAD NOW!

Book Synopsis Complexity, Entropy And The Physics Of Information by : Wojciech H. Zurek

Download or read book Complexity, Entropy And The Physics Of Information written by Wojciech H. Zurek and published by CRC Press. This book was released on 2018-03-08 with total page 545 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book has emerged from a meeting held during the week of May 29 to June 2, 1989, at St. John’s College in Santa Fe under the auspices of the Santa Fe Institute. The (approximately 40) official participants as well as equally numerous “groupies” were enticed to Santa Fe by the above “manifesto.” The book—like the “Complexity, Entropy and the Physics of Information” meeting explores not only the connections between quantum and classical physics, information and its transfer, computation, and their significance for the formulation of physical theories, but it also considers the origins and evolution of the information-processing entities, their complexity, and the manner in which they analyze their perceptions to form models of the Universe. As a result, the contributions can be divided into distinct sections only with some difficulty. Indeed, I regard this degree of overlapping as a measure of the success of the meeting. It signifies consensus about the important questions and on the anticipated answers: they presumably lie somewhere in the “border territory,” where information, physics, complexity, quantum, and computation all meet.

Large Scale Structure and Dynamics of Complex Networks

Author : Guido Caldarelli
Publisher : World Scientific
ISBN 13 : 981270664X
Total Pages : 264 pages
Book Rating : 4.8/5 (127 download)

DOWNLOAD NOW!

Book Synopsis Large Scale Structure and Dynamics of Complex Networks by : Guido Caldarelli

Download or read book Large Scale Structure and Dynamics of Complex Networks written by Guido Caldarelli and published by World Scientific. This book was released on 2007 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is the culmination of three years of research effort on a multidisciplinary project in which physicists, mathematicians, computer scientists and social scientists worked together to arrive at a unifying picture of complex networks. The contributed chapters from a reference for the various problems in data analysis visualization and modeling of complex networks.