Dynamics Of Complex Autonomous Boolean Networks

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Dynamics of Complex Autonomous Boolean Networks

Author : David P. Rosin
Publisher : Springer
ISBN 13 : 3319135783
Total Pages : 208 pages
Book Rating : 4.3/5 (191 download)

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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 208 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 : 213 pages
Book Rating : 4.3/5 (192 download)

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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 213 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 : 226 pages
Book Rating : 4.0/5 (32 download)

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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 226 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)

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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 : 343 pages
Book Rating : 4.0/5 (31 download)

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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 343 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)

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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.

Performing Math

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

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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)

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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 : 3540718745
Total Pages : 270 pages
Book Rating : 4.5/5 (47 download)

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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 2008-01-01 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: Helping us understand our complex world, this book presents key findings in quantitative complex system science. Its approach is modular and phenomenology driven. Examples of phenomena treated in the book include the small world phenomenon in social and scale-free networks; life at the edge of chaos; the concept of living dynamical systems; and emotional diffusive control within cognitive system theory. Each chapter includes exercises to test your grasp of new material. Written at an introductory level, the author provides an accessible entry for graduate students in physics, mathematics, and theoretical computer science.

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)

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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

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)

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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)

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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)

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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.

Formal Methods

Author : Marieke Huisman
Publisher : Springer Nature
ISBN 13 : 3030908704
Total Pages : 801 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Formal Methods by : Marieke Huisman

Download or read book Formal Methods written by Marieke Huisman and published by Springer Nature. This book was released on 2021-11-10 with total page 801 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 24th Symposium on Formal Methods, FM 2021, held virtually in November 2021. The 43 full papers presented together with 4 invited presentations were carefully reviewed and selected from 131 submissions. The papers are organized in topical sections named: Invited Presentations. - Interactive Theorem Proving, Neural Networks & Active Learning, Logics & Theory, Program Verification I, Hybrid Systems, Program Verification II, Automata, Analysis of Complex Systems, Probabilities, Industry Track Invited Papers, Industry Track, Divide et Impera: Efficient Synthesis of Cyber-Physical System.

Computational Methods for Understanding Complexity: The Use of Formal Methods in Biology

Author : David A. Rosenblueth,
Publisher : Frontiers Media SA
ISBN 13 : 2889450422
Total Pages : 115 pages
Book Rating : 4.8/5 (894 download)

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Book Synopsis Computational Methods for Understanding Complexity: The Use of Formal Methods in Biology by : David A. Rosenblueth,

Download or read book Computational Methods for Understanding Complexity: The Use of Formal Methods in Biology written by David A. Rosenblueth, and published by Frontiers Media SA. This book was released on 2016-11-21 with total page 115 pages. Available in PDF, EPUB and Kindle. Book excerpt: The complexity of living organisms surpasses our unaided habilities of analysis. Hence, computational and mathematical methods are necessary for increasing our understanding of biological systems. At the same time, there has been a phenomenal recent progress allowing the application of novel formal methods to new domains. This progress has spurred a conspicuous optimism in computational biology. This optimism, in turn, has promoted a rapid increase in collaboration between specialists of biology with specialists of computer science. Through sheer complexity, however, many important biological problems are at present intractable, and it is not clear whether we will ever be able to solve such problems. We are in the process of learning what kind of model and what kind of analysis and synthesis techniques to use for a particular problem. Some existing formalisms have been readily used in biological problems, others have been adapted to biological needs, and still others have been especially developed for biological systems. This Research Topic has examples of cases (1) employing existing methods, (2) adapting methods to biology, and (3) developing new methods. We can also see discrete and Boolean models, and the use of both simulators and model checkers. Synthesis is exemplified by manual and by machine-learning methods. We hope that the articles collected in this Research Topic will stimulate new research.

Toward a Science of Consciousness

Author : Stuart R. Hameroff
Publisher : MIT Press
ISBN 13 : 9780262082495
Total Pages : 820 pages
Book Rating : 4.0/5 (824 download)

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Book Synopsis Toward a Science of Consciousness by : Stuart R. Hameroff

Download or read book Toward a Science of Consciousness written by Stuart R. Hameroff and published by MIT Press. This book was released on 1996 with total page 820 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text originates from the second of two conferences discussing the concept of consciousness. In 15 sections, this book demonstrates the broad range of fields now focusing on consciousness.

Evolutionary Systems Biology

Author : Anton Crombach
Publisher : Springer Nature
ISBN 13 : 3030717372
Total Pages : 299 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Evolutionary Systems Biology by : Anton Crombach

Download or read book Evolutionary Systems Biology written by Anton Crombach and published by Springer Nature. This book was released on 2021-08-05 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new edition captures the advances made in the field of evolutionary systems biology since the publication of the first edition. The first edition focused on laying the foundations of evolutionary systems biology as an interdisciplinary field, where a way of thinking and asking questions is combined with a wide variety of tools, both experimental and theoretical/computational. Since publication of the first edition, evolutionary systems biology is now a well-known term describing this growing field. The new edition provides an overview of the current status and future developments of this interdisciplinary field. Chapters highlight several key achievements from the last decade and outline exciting new developments, including an understanding of the interplay between complexity and predictability in evolutionary systems, new viewpoints and methods to study organisms in evolving populations at the level of the genome, gene regulatory network, and metabolic network, and better analysis and modeling techniques that will open new avenues of scientific inquiry.