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Model architecture can transform catastrophic forgetting into positive transfer

The work of McCloskey and Cohen popularized the concept of catastrophic interference. They used a neural network that tried to learn addition using two groups of examples as two different tasks. In their case, learning the second task rapidly deteriorated the acquired knowledge about the previous on...

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Detalles Bibliográficos
Autor principal: Ruiz-Garcia, Miguel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9232654/
https://www.ncbi.nlm.nih.gov/pubmed/35750768
http://dx.doi.org/10.1038/s41598-022-14348-x