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 conferencePosterpeer-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 languageEnglish
Publication statusPublished - 20 Oct 2022
EventUNCONVENTIONAL COMPUTING: MATERIALS,
SCIENCE, INFORMATICS, HARDWARE, SOFTWARE
- Ettore Majorana, Erice, Italy
Duration: 20 Oct 202226 Oct 2022
Conference number: 82
https://wuc.mater.unimib.it/erice/

Workshop

WorkshopUNCONVENTIONAL COMPUTING: MATERIALS,
SCIENCE, INFORMATICS, HARDWARE, SOFTWARE
Country/TerritoryItaly
CityErice
Period20/10/2226/10/22
Internet address

Cite this