Prof Peter Andras P.Andras@napier.ac.uk
Dean of School of Computing Engineering and the Built Environment
Computation with chaotic patterns
Andras, Peter
Authors
Abstract
The paper is focused on how chaotic patterns, occurring in nature, might be used by biological organisms to perform computations. This issue is investigated in the context of neural systems. As a simple model of chaotic patterns, the world of Sierpinski triangles is analysed. The paper introduces the Sierpinski basis functions and the Sierpinski brain, which is able to perform classification and approximation.
Citation
Andras, P. (2002). Computation with chaotic patterns. Neurocomputing, 44-46, 263-268. https://doi.org/10.1016/S0925-2312%2802%2900347-8
| Journal Article Type | Article |
|---|---|
| Online Publication Date | Mar 20, 2002 |
| Publication Date | 2002-06 |
| Deposit Date | Nov 4, 2021 |
| Journal | Neurocomputing |
| Print ISSN | 0925-2312 |
| Publisher | Elsevier |
| Peer Reviewed | Peer Reviewed |
| Volume | 44-46 |
| Pages | 263-268 |
| DOI | https://doi.org/10.1016/S0925-2312%2802%2900347-8 |
| Keywords | Chaos, Computation, Emergent patterns, Neural networks, Sierpinski triangle |
| Public URL | http://researchrepository.napier.ac.uk/Output/2808750 |
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