Menelaos Madikas
Hardware implementation of a biomimicking hybrid CA
Madikas, Menelaos; Tsompanas, Michail-Antisthenis; Dourvas, Nikolaos; Sirakoulis, Georgios; Jones, Jeff; Adamatzky, Andrew
Authors
Michail Tsompanas Antisthenis.Tsompanas@uwe.ac.uk
Lecturer in Computer Science
Nikolaos Dourvas
Georgios Sirakoulis
Jeff Jones
Andrew Adamatzky Andrew.Adamatzky@uwe.ac.uk
Professor
Contributors
G Mauri
Editor
S El Yacoubi
Editor
A Dennunzio
Editor
K Nishinari
Editor
L Manzoni
Editor
Abstract
A hybrid model, combining a Cellular Automaton (CA) and a multi-agent system, was proposed to mimic the computation abilities of the plasmodium of Physarum polycephalum. This model was implemented on software, as well as, on hardware, namely on a Field Programmable Gate Array (FPGA). The specific ability of the P. polycephalum simulated here is given in brief, also bringing attention to the approximation of a Kolmogorov-Uspensky machine (KUM), an alternative to the Turing machine. KUM represent data and program by a labelled indirected graphs and a computation is performed by adding/removing nodes/edges. The proposed model implementation is taking full advantage of the inherent parallel nature of automaton networks, and CA, as a result of the mapping of the local rule to a digital circuit. Consequently, the acceleration of the computation for the hardware implementation, compared to the software, is as high as 6 orders of magnitude.
Citation
Madikas, M., Tsompanas, M., Dourvas, N., Sirakoulis, G., Jones, J., & Adamatzky, A. (2018). Hardware implementation of a biomimicking hybrid CA. In G. Mauri, S. El Yacoubi, A. Dennunzio, K. Nishinari, & L. Manzoni (Eds.), International Conference on Cellular Automata. Springer Nature
Conference Name | ACRI 2018 |
---|---|
Conference Location | Como, Italy |
Start Date | Sep 17, 2018 |
End Date | Sep 21, 2018 |
Acceptance Date | Jul 10, 2018 |
Publication Date | Aug 26, 2018 |
Deposit Date | Oct 19, 2018 |
Peer Reviewed | Peer Reviewed |
Volume | 11115 |
Series Title | Lecture Notes in Computer Science |
Book Title | International Conference on Cellular Automata |
ISBN | 9783319998121 |
Keywords | slime mould, cellular automata, hardware, agents, kolmogorov machine |
Public URL | https://uwe-repository.worktribe.com/output/862542 |
Publisher URL | https://doi.org/10.1007/978-3-319-99813-8_7 |
Additional Information | Additional Information : The final publication is available at Springer via https://doi.org/10.1007/978-3-319-99813-8_7 Title of Conference or Conference Proceedings : Cellular Automata - 13th International Conference on Cellular Automata for Research and Industry, ACRI 2018 |
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