Titlebook: Complex and Adaptive Dynamical Systems; A Primer Claudius Gros Textbook 20154th edition Springer International Publishing Switzerland 2015

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https://doi.org/10.1007/978-3-322-94871-7ular automata, an important and popular class of standardized dynamical systems. Cellular automata allow a very intuitive construction of models, such as the forest fire mode, the game of life and the sandpile model, which exhibits self-organized criticality. The chapter then concludes with a discus

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Datenstrukturen und Effiziente Algorithmen,tive principles, in terms of objective functions, for highly complex systems like the brain. In the second part we will discuss two specific neural networks implementing various aspects of these general principles: a dense and homogeneous associative network for environmental data representation and

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Textbook 20154th edition, absorbing phase transitions and the cognitive system approach to the brain. .Technical course prerequisites are the standard mathematical tools for an advanced undergraduate course in the natural sciences or engineering. Each chapter includes exercises and suggestions for further reading, and the

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Cellular Automata and Self-Organized Criticality,ular automata, an important and popular class of standardized dynamical systems. Cellular automata allow a very intuitive construction of models, such as the forest fire mode, the game of life and the sandpile model, which exhibits self-organized criticality. The chapter then concludes with a discus

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Elements of Cognitive Systems Theory,tive principles, in terms of objective functions, for highly complex systems like the brain. In the second part we will discuss two specific neural networks implementing various aspects of these general principles: a dense and homogeneous associative network for environmental data representation and

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Textbook 20154th edition detailed coverage of accompanying mathematical methods. All calculations are presented step by step and are easy to follow. .This new fourth edition has been fully reorganized and includes new chapters, figures and exercises. The core aspects of modern complex system sciences are presented in the f