Publications
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, “Echo State Property Linked to an Input: Exploring a Fundamental Characteristic of Recurrent Neural Networks”, Neural Computation, vol. 25, pp. 671-696, 2013.
, “Evolution of Neural Symmetry and tis Coupled Alignment to Body Plan Morphology”, in Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 11), 2011.
, “Minimal Energy Control of an ESN Pattern Generator”, vol. doi:10.1016/j.humov.2010.04.001. Jacobs University Bremen, 2011.
, “Interactive Learning of Inverse Kinematics with Nullspace Constraints using Recurrent Neural Networks”, in 20. Workshop on Computational Intelligence, Dortmund, 2010.
Recent Publications
- Statistical dynamical systems for skills acquisition in humanoids
- Examination of visual information as a mediator of external focus benefits
- The contribution of different cues of facial movement to the emotional facial expression adaptation aftereffect
- Physiologically Inspired Model for the Visual Recognition of Transitive Hand Actions
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