Universality and emergent computation in cellular neural networks:
Cellular computing is a natural information processing paradigm, capable of modeling various biological, physical and social phenomena, as well as other kinds of complex adaptive systems. The programming of a cellular computer is in many respects similar to the genetic evolution in biology, the resu...
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| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Singapore
World Scientific Pub. Co.
c2003
|
| Series: | World Scientific series on nonlinear science. Series A, Monographs and treatises
v. 43 |
| Subjects: | |
| Online Access: | FHN01 Volltext |
| Summary: | Cellular computing is a natural information processing paradigm, capable of modeling various biological, physical and social phenomena, as well as other kinds of complex adaptive systems. The programming of a cellular computer is in many respects similar to the genetic evolution in biology, the result being a proper cell design and a task-specific gene. How should one "program" the cell of a cellular computer such that a dynamic behavior with computational relevance will emerge? What are the "rules" for designing a computationally universal and efficient cell? The answers to those questions can be found in this book. It introduces the relatively new paradigm of the cellular neural network from an original perspective and provides the reader with the guidelines for understanding how such cellular computers can be "programmed" and designed optimally. The book contains numerous practical examples and software simulators, allowing readers to experiment with the various phases of designing cellular computers by themselves |
| Physical Description: | xii, 247 p. ill. (some col.) |
| ISBN: | 9789812564504 |
Staff View
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| id | DE-604.BV044634001 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T07:57:43Z |
| institution | BVB |
| isbn | 9789812564504 |
| language | English |
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| physical | xii, 247 p. ill. (some col.) |
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| series2 | World Scientific series on nonlinear science. Series A, Monographs and treatises |
| spelling | Dogaru, Radu Verfasser aut Universality and emergent computation in cellular neural networks Radu Dogaru Singapore World Scientific Pub. Co. c2003 xii, 247 p. ill. (some col.) txt rdacontent c rdamedia cr rdacarrier World Scientific series on nonlinear science. Series A, Monographs and treatises v. 43 Cellular computing is a natural information processing paradigm, capable of modeling various biological, physical and social phenomena, as well as other kinds of complex adaptive systems. The programming of a cellular computer is in many respects similar to the genetic evolution in biology, the result being a proper cell design and a task-specific gene. How should one "program" the cell of a cellular computer such that a dynamic behavior with computational relevance will emerge? What are the "rules" for designing a computationally universal and efficient cell? The answers to those questions can be found in this book. It introduces the relatively new paradigm of the cellular neural network from an original perspective and provides the reader with the guidelines for understanding how such cellular computers can be "programmed" and designed optimally. The book contains numerous practical examples and software simulators, allowing readers to experiment with the various phases of designing cellular computers by themselves Neural networks (Computer science) Cellular automata Computational complexity Zellulares neuronales Netz (DE-588)4510736-1 gnd rswk-swf Zellulares neuronales Netz (DE-588)4510736-1 s 1\p DE-604 Erscheint auch als Druck-Ausgabe 9789812381026 Erscheint auch als Druck-Ausgabe 9812381023 http://www.worldscientific.com/worldscibooks/10.1142/5053#t=toc Verlag URL des Erstveroeffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Dogaru, Radu Universality and emergent computation in cellular neural networks Neural networks (Computer science) Cellular automata Computational complexity Zellulares neuronales Netz (DE-588)4510736-1 gnd |
| subject_GND | (DE-588)4510736-1 |
| title | Universality and emergent computation in cellular neural networks |
| title_auth | Universality and emergent computation in cellular neural networks |
| title_exact_search | Universality and emergent computation in cellular neural networks |
| title_full | Universality and emergent computation in cellular neural networks Radu Dogaru |
| title_fullStr | Universality and emergent computation in cellular neural networks Radu Dogaru |
| title_full_unstemmed | Universality and emergent computation in cellular neural networks Radu Dogaru |
| title_short | Universality and emergent computation in cellular neural networks |
| title_sort | universality and emergent computation in cellular neural networks |
| topic | Neural networks (Computer science) Cellular automata Computational complexity Zellulares neuronales Netz (DE-588)4510736-1 gnd |
| topic_facet | Neural networks (Computer science) Cellular automata Computational complexity Zellulares neuronales Netz |
| url | http://www.worldscientific.com/worldscibooks/10.1142/5053#t=toc |
| work_keys_str_mv | AT dogaruradu universalityandemergentcomputationincellularneuralnetworks |