John Harding John3.Harding@uwe.ac.uk
External Adviser / Panel Member - SAS
Associative spatial networks: Artificial cognition of space using neural networks with spectral graph theory
Harding, John
Authors
Abstract
This work stems from a backdrop of cybernetics and associative computing closely related to the artificial simulation of the human brain. Using associative techniques, a system to comprehend complex inputs in order to make appropriate architectural interventions is proposed.
A combination of abstract representations of space (graph theory) and a time based neural network clustering model (growing neural gas) are combined to create new spatial configurations based on pattern recognition and relationships formed from differences.
Citation
Harding, J. Associative spatial networks: Artificial cognition of space using neural networks with spectral graph theory. (Dissertation). University of East London. Retrieved from https://uwe-repository.worktribe.com/output/1018920
Thesis Type | Dissertation |
---|---|
Keywords | self-organising maps, graph spectra, growing neural gas, spatial cognition, feedback |
Public URL | https://uwe-repository.worktribe.com/output/1018920 |
Award Date | Jan 1, 2008 |
You might also like
Using interactive evolution to design behaviors for non-deterministic self-organized construction
(2018)
Presentation / Conference
Biomorpher: Interactive evolution for parametric design
(2018)
Journal Article
The UWE research pavilion 2016
(2017)
Presentation / Conference
Meta-parametric design
(2016)
Journal Article
Downloadable Citations
About UWE Bristol Research Repository
Administrator e-mail: repository@uwe.ac.uk
This application uses the following open-source libraries:
SheetJS Community Edition
Apache License Version 2.0 (http://www.apache.org/licenses/)
PDF.js
Apache License Version 2.0 (http://www.apache.org/licenses/)
Font Awesome
SIL OFL 1.1 (http://scripts.sil.org/OFL)
MIT License (http://opensource.org/licenses/mit-license.html)
CC BY 3.0 ( http://creativecommons.org/licenses/by/3.0/)
Powered by Worktribe © 2024
Advanced Search