Cargando…
Implementing in-situ self-organizing maps with memristor crossbar arrays for data mining and optimization
A self-organizing map (SOM) is a powerful unsupervised learning neural network for analyzing high-dimensional data in various applications. However, hardware implementation of SOM is challenging because of the complexity in calculating the similarities and determining neighborhoods. We experimentall...
| Autores principales: | , , , , , , , , |
|---|---|
| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2022
|
| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9051161/ https://www.ncbi.nlm.nih.gov/pubmed/35484107 http://dx.doi.org/10.1038/s41467-022-29411-4 |