Cargando…

Versatile stochastic dot product circuits based on nonvolatile memories for high performance neurocomputing and neurooptimization

The key operation in stochastic neural networks, which have become the state-of-the-art approach for solving problems in machine learning, information theory, and statistics, is a stochastic dot-product. While there have been many demonstrations of dot-product circuits and, separately, of stochastic...

Descripción completa

Detalles Bibliográficos
Autores principales: Mahmoodi, M. R., Prezioso, M., Strukov, D. B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6841978/
https://www.ncbi.nlm.nih.gov/pubmed/31704925
http://dx.doi.org/10.1038/s41467-019-13103-7