Denoising Autoencoder Self-Organizing Map (DASOM)
2018年9月1日 · We present the Denoising Autoencoder Self-Organizing Map (DASOM) that integrates the latter into a hierarchically organized hybrid model where the front-end …
Growing Hierarchical Self-Organising Representation Map …
2023年9月1日 · When used in combination with the SOM, the resulting model (DASOM) is ideal for clustering high dimensional datasets with complex feature relationships [2]. Illustrating this …
A faster dynamic convergency approach for self-organizing maps
2022年7月28日 · In authors proposed a denoising autoencoder self-organizing map (DASOM) that integrates denoising autoencoders into a hierarchically organized hybrid model. This …
DESOM architecture with an 8 × 8 map. - ResearchGate
This work is a thorough study on the deep embedded self-organizing map (DESOM), a model composed of an autoencoder and a SOM layer, training jointly the code vectors and network …
Unsupervised Learning method "Denoising Autoencoder Self-Organising Map ...
2018年5月25日 · DASOM integrates autoencoders into a hierarchically organised hybrid model where the front-end component is a grid of topologically ordered neurons. The model …
Denoising Autoencoder Self-Organizing Map (DASOM),Neural …
We present the Denoising Autoencoder Self-Organizing Map (DASOM) that integrates the latter into a hierarchically organized hybrid model where the front-end component is a grid of …
Deep Self-Organizing Maps for Unsupervised Image Classification
2019年3月19日 · We present the Denoising Autoencoder Self-Organizing Map (DASOM) that integrates the latter into a hierarchically organized hybrid model where the front-end...
DASOM: Unsupervised Learning combining feature detection and …
2018年5月24日 · DASOM integrates autoencoders into a hierarchically organised hybrid model where the front-end component is a grid of topologically ordered neurons. The model …
Denoising Autoencoder Self-Organizing Map (DASOM)
We present the Denoising Autoencoder Self-Organizing Map (DASOM) that integrates the latter into a hierarchically organized hybrid model where the front-end component is a grid of …
Dasom Ahn | IEEE Xplore Author Details
Dasom Ahn received the B.S. and M.S. degrees in computer engineering from Keimyung University, Daegu, South Korea, in 2018 and 2023, respectively, where she is currently …