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A bio-inspired bistable recurrent cell allows for long-lasting memory

Recurrent neural networks (RNNs) provide state-of-the-art performances in a wide variety of tasks that require memory. These performances can often be achieved thanks to gated recurrent cells such as gated recurrent units (GRU) and long short-term memory (LSTM). Standard gated cells share a layer in...

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Detalles Bibliográficos
Autores principales: Vecoven, Nicolas, Ernst, Damien, Drion, Guillaume
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8186810/
https://www.ncbi.nlm.nih.gov/pubmed/34101750
http://dx.doi.org/10.1371/journal.pone.0252676