128 citations · 143 across the 11 of their papers we have counts for
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cs.NE2020★ 6 cited
A journey in ESN and LSTM visualisations on a language task
Alexandre Variengien, Xavier Hinaut
Echo States Networks (ESN) and Long-Short Term Memory networks (LSTM) are two popular architectures of Recurrent Neural Networks (RNN) to solve machine learning task involving sequ…
cs.NE2020★ 1 cited
Transfer between long-term and short-term memory using Conceptors
Anthony Strock, Nicolas Rougier, Xavier Hinaut
We introduce a recurrent neural network model of working memory combining short-term and long-term components. e short-term component is modelled using a gated reservoir model that…