15 citations · 25 across the 6 of their papers we have counts for
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nlin.AO2016
Conceptual model of a cognitive system: dynamical system with plastic self-organizing velocity field
Natalia B. Janson, Christopher J. Marsden
Spontaneously evolving living systems can be modelled as continuous-time dynamical systems (DSs), whose evolution rules are determined by their velocity vector fields. We point out…
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…