A System for Growing Graphs with Applications to Reservoir Computing

Riversdale Waldegrave; Susan Stepney; Martin Albrecht Trefzer

A System for Growing Graphs with Applications to Reservoir Computing

Riversdale Waldegrave^*, Susan Stepney, Martin Albrecht Trefzer

^*Corresponding author for this work

Research output: Contribution to conference › Poster › peer-review

Abstract

A system to grow directed graphs, which combines elements of RBNs, Cellular Automata and L-Systems with graph transformation techniques. Salient features are: variable degree nodes with fixed arity functions; real-valued matrix-based encoding of state transition rules; potential for natural halting of growth. It is hoped that this can be used in an evo-devo system to create effective networks for use in reservoir computing.

Original language	English
Publication status	Published - 20 Oct 2022
Event	UNCONVENTIONAL COMPUTING: MATERIALS, SCIENCE, INFORMATICS, HARDWARE, SOFTWARE - Ettore Majorana, Erice, Italy Duration: 20 Oct 2022 → 26 Oct 2022 Conference number: 82 https://wuc.mater.unimib.it/erice/

Workshop

Workshop	UNCONVENTIONAL COMPUTING: MATERIALS, SCIENCE, INFORMATICS, HARDWARE, SOFTWARE
Country/Territory	Italy
City	Erice
Period	20/10/22 → 26/10/22
Internet address	https://wuc.mater.unimib.it/erice/

Access to Document

2022-10 - EricePoster_v1Licence: Unspecified

Cite this

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title = "A System for Growing Graphs with Applications to Reservoir Computing",

abstract = "A system to grow directed graphs, which combines elements of RBNs, Cellular Automata and L-Systems with graph transformation techniques. Salient features are: variable degree nodes with fixed arity functions; real-valued matrix-based encoding of state transition rules; potential for natural halting of growth. It is hoped that this can be used in an evo-devo system to create effective networks for use in reservoir computing.",

author = "Riversdale Waldegrave and Susan Stepney and Trefzer, {Martin Albrecht}",

year = "2022",

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TY - CONF

T1 - A System for Growing Graphs with Applications to Reservoir Computing

AU - Waldegrave, Riversdale

AU - Stepney, Susan

AU - Trefzer, Martin Albrecht

N1 - Conference code: 82

PY - 2022/10/20

Y1 - 2022/10/20

N2 - A system to grow directed graphs, which combines elements of RBNs, Cellular Automata and L-Systems with graph transformation techniques. Salient features are: variable degree nodes with fixed arity functions; real-valued matrix-based encoding of state transition rules; potential for natural halting of growth. It is hoped that this can be used in an evo-devo system to create effective networks for use in reservoir computing.

AB - A system to grow directed graphs, which combines elements of RBNs, Cellular Automata and L-Systems with graph transformation techniques. Salient features are: variable degree nodes with fixed arity functions; real-valued matrix-based encoding of state transition rules; potential for natural halting of growth. It is hoped that this can be used in an evo-devo system to create effective networks for use in reservoir computing.

M3 - Poster

T2 - UNCONVENTIONAL COMPUTING: MATERIALS,<br/>SCIENCE, INFORMATICS, HARDWARE, SOFTWARE

Y2 - 20 October 2022 through 26 October 2022

ER -