1 citations · 1 across the 2 of their papers we have counts for
3 papers
Fast Linear Reservoirs via Diagonalization
Romain de Coudenhove, Yannis Bendi-Ouis, Anthony Strock +1
We introduce a diagonalization-based optimization for Linear Echo State Networks (ESNs) that reduces the per-step computational complexity of reservoir state updates from quadratic…
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…
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…