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Continual Sequence Modeling With Predictive Coding

Recurrent neural networks (RNNs) have been proved very successful at modeling sequential data such as language or motions. However, these successes rely on the use of the backpropagation through time (BPTT) algorithm, batch training, and the hypothesis that all the training data are available at the...

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Detalles Bibliográficos
Autores principales: Annabi, Louis, Pitti, Alexandre, Quoy, Mathias
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9171436/
https://www.ncbi.nlm.nih.gov/pubmed/35686118
http://dx.doi.org/10.3389/fnbot.2022.845955