A review of some techniques for inclusion of domain-knowledge into deep neural networks

We present a survey of ways in which existing scientific knowledge are included when constructing models with neural networks. The inclusion of domain-knowledge is of special interest not just to constructing scientific assistants, but also, many other areas that involve understanding data using hum...

Descripción completa

Detalles Bibliográficos
Autores principales: Dash, Tirtharaj, Chitlangia, Sharad, Ahuja, Aditya, Srinivasan, Ashwin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8776800/
https://www.ncbi.nlm.nih.gov/pubmed/35058487
http://dx.doi.org/10.1038/s41598-021-04590-0

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8776800/
https://www.ncbi.nlm.nih.gov/pubmed/35058487
http://dx.doi.org/10.1038/s41598-021-04590-0

Ejemplares similares