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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Autores principales: Nicolas Vecoven, Damien Ernst, Guillaume Drion
Formato: article
Lenguaje:EN
Publicado: Public Library of Science (PLoS) 2021
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Acceso en línea:https://doaj.org/article/9565af3b3b774e90a0d0dff60f3f8bc0
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