Female Torso - by growing neural gas networks
Channel: An Artificial State of Mind
Date: 2022-03-13

VIDEO: The reconstruction of the pictures, presented in this video, are obtained using growing neural gas networks (GNGN) [1]. The training was performed using batch-training algorithm developed by me and it is based on the batch-training algorithm used for training self-organizing maps [2]. The software for GNGN was developed in Matlab environment [3].  

REFERENCES:
1. Bernd Fritzke, A Growing Neural Gas Network Learns Topologies, Advances in Neural Information Processing Systems, 7 (1995), 626.
2. T. Kohonen, Self-Organizing Maps, 3rd Edition, Springer, Berlin, 2001.
3. MATLAB 7.0, 1984–2004 Mathworks.

#MachineLearning #NeuralNetworks #growingneuralgasnetwork

MUSIC:

Prelude No. 6 by Chris Zabriskie is licensed under a Creative Commons Attribution 4.0 license. https://creativecommons.org/licenses/by/4.0/
Source: http://chriszabriskie.com/preludes/
Artist: http://chriszabriskie.com/