79 citations · 148 across the 10 of their papers we have counts for
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nlin.AO2011★ 1 cited
Self-shaping dynamical systems and learning
Natalia B. Janson, Christopher J. Marsden
We associate learning and adaptation in living systems with the shaping of the velocity vector field in the respective dynamical systems in response to external, generally random,…
nlin.AO2011★ 1 cited
"Memory foam" approach to unsupervised learning
Natalia B. Janson, Christopher J. Marsden
We propose an alternative approach to construct an artificial learning system, which naturally learns in an unsupervised manner. Its mathematical prototype is a dynamical system, w…