Simulation of neurocomputing based on photophobic reactions of euglena: Toward microbe-based neural network computing

Kazunari Ozasa; Masashi Aono; Mizuo Maeda; Masahiko Hara

doi:10.1007/978-3-642-03745-0_24

Simulation of neurocomputing based on photophobic reactions of euglena: Toward microbe-based neural network computing

Kazunari Ozasa, Masashi Aono, Mizuo Maeda, Masahiko Hara

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

4 Citations (Scopus)

Abstract

In order to develop an adaptive computing system, we investigate microscopic optical feedback to a group of microbes (Euglena gracilis in this study) with a neural network algorithm, expecting that the unique characteristics of microbes, especially their strategies to survive/adapt against unfavorable environmental stimuli, will explicitly determine the temporal evolution of the microbe-based feedback system. The photophobic reactions of Euglena are extracted from experiments, and built in the Monte-Carlo simulation of a microbe-based neurocomputing. The simulation revealed a good performance of Euglena-based neurocomputing. Dynamic transition among the solutions is discussed from the viewpoint of feedback instability.

Original language	English
Title of host publication	Unconventional Computation - 8th International Conference, UC 2009, Proceedings
Pages	209-218
Number of pages	10
DOIs	https://doi.org/10.1007/978-3-642-03745-0_24
Publication status	Published - 2009 Nov 4
Externally published	Yes
Event	8th International Conference on Unconventional Computation, UC 2009 - Ponta Delgada, Portugal Duration: 2009 Sept 7 → 2009 Sept 11

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	5715 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Other

Other	8th International Conference on Unconventional Computation, UC 2009
Country/Territory	Portugal
City	Ponta Delgada
Period	09/9/7 → 09/9/11

Keywords

Euglena gracilis
Feedback instability
Microbe
Neural network
Neurocomputing simulation
Oscillation

ASJC Scopus subject areas

Theoretical Computer Science
Computer Science(all)

Access to Document

10.1007/978-3-642-03745-0_24

Cite this

Ozasa, K., Aono, M., Maeda, M., & Hara, M. (2009). Simulation of neurocomputing based on photophobic reactions of euglena: Toward microbe-based neural network computing. In Unconventional Computation - 8th International Conference, UC 2009, Proceedings (pp. 209-218). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5715 LNCS). https://doi.org/10.1007/978-3-642-03745-0_24

Simulation of neurocomputing based on photophobic reactions of euglena: Toward microbe-based neural network computing. / Ozasa, Kazunari; Aono, Masashi; Maeda, Mizuo et al.
Unconventional Computation - 8th International Conference, UC 2009, Proceedings. 2009. p. 209-218 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5715 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Ozasa, K, Aono, M, Maeda, M & Hara, M 2009, Simulation of neurocomputing based on photophobic reactions of euglena: Toward microbe-based neural network computing. in Unconventional Computation - 8th International Conference, UC 2009, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 5715 LNCS, pp. 209-218, 8th International Conference on Unconventional Computation, UC 2009, Ponta Delgada, Portugal, 09/9/7. https://doi.org/10.1007/978-3-642-03745-0_24

Ozasa K, Aono M, Maeda M, Hara M. Simulation of neurocomputing based on photophobic reactions of euglena: Toward microbe-based neural network computing. In Unconventional Computation - 8th International Conference, UC 2009, Proceedings. 2009. p. 209-218. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-642-03745-0_24

Ozasa, Kazunari ; Aono, Masashi ; Maeda, Mizuo et al. / Simulation of neurocomputing based on photophobic reactions of euglena : Toward microbe-based neural network computing. Unconventional Computation - 8th International Conference, UC 2009, Proceedings. 2009. pp. 209-218 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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Simulation of neurocomputing based on photophobic reactions of euglena: Toward microbe-based neural network computing

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Keywords

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