On the post hoc explainability of optimized self-organizing reservoir network for action recognition

• Main Authors: Lee, Gin Chong, Loo, Chu Kiong
• Format: Article
• Published: MDPI 2022
• Subjects: QD Chemistry; TA Engineering (General). Civil engineering (General)
• Online Access: http://eprints.um.edu.my/32764/

This work proposes a novel unsupervised self-organizing network, called the Self-Organizing Convolutional Echo State Network (SO-ConvESN), for learning node centroids and interconnectivity maps compatible with the deterministic initialization of Echo State Network (ESN) input and reservoir weights,...