92 citations · 208 across the 9 of their papers we have counts for
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3 papers · 1 filter
cs.NE2014★ 14 cited
Conceptors: an easy introduction
Herbert Jaeger
Conceptors provide an elementary neuro-computational mechanism which sheds a fresh and unifying light on a diversity of cognitive phenomena. A number of demanding learning and proc…
cs.NE2014★ 92 cited
Controlling Recurrent Neural Networks by Conceptors
Herbert Jaeger
The human brain is a dynamical system whose extremely complex sensor-driven neural processes give rise to conceptual, logical cognition. Understanding the interplay between nonline…
nlin.AO2014★ 1 cited
Relative entropy minimizing noisy non-linear neural network to approximate stochastic processes
Mathieu N. Galtier, Camille Marini, Gilles Wainrib +1
A method is provided for designing and training noise-driven recurrent neural networks as models of stochastic processes. The method unifies and generalizes two known separate mode…