6 citations · 6 across the 1 of their papers we have counts for
3 papers
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
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…
q-bio.NC2018
A Simple Reservoir Model of Working Memory with Real Values
Anthony Strock, Nicolas Rougier, Xavier Hinaut
The prefrontal cortex is known to be involved in many high-level cognitive functions, in particular, working memory. Here, we study to what extent a group of randomly connected uni…