# On the Dimensionality and Utility of Convolutional Autoencoder’s Latent Space Trained with Topology-Preserving Spectral EEG Head-Maps

> Research article (Machine Learning and Knowledge Extraction, 2022) · cited 17× · AI/ML

**Wikidata**: [openalex:W4309742818](https://www.wikidata.org/wiki/openalex:W4309742818)  
**Source**: https://4ort.xyz/entity/on-the-dimensionality-and-utility-of-convolutional-autoencoders-latent-space-trained-with-topology-preserving-spectral-e