Heiko Hoffmann
Title
Cited by
Cited by
Year
Dynamical Movement Primitives: Learning Attractor Models for Motor Behaviors
AJ Ijspeert, J Nakanishi, H Hoffmann, P Pastor, S Schaal
Neural Computation 25 (2), 328-373, 2013
8362013
Learning and generalization of motor skills by learning from demonstration
P Pastor, H Hoffmann, T Asfour, S Schaal
2009 IEEE International Conference on Robotics and Automation, 763-768, 2009
5912009
Kernel PCA for novelty detection
H Hoffmann
Pattern Recognition 40 (3), 863-874, 2007
5272007
Studies of crack dynamics in clay soil: I. Experimental methods, results, and morphological quantification
HJ Vogel, H Hoffmann, K Roth
Geoderma 125 (3-4), 203-211, 2005
2232005
Biologically-inspired dynamical systems for movement generation: automatic real-time goal adaptation and obstacle avoidance
H Hoffmann, P Pastor, DH Park, S Schaal
2009 IEEE International Conference on Robotics and Automation, 2587-2592, 2009
1952009
Movement reproduction and obstacle avoidance with dynamic movement primitives and potential fields
DH Park, H Hoffmann, P Pastor, S Schaal
Humanoid Robots, 2008. Humanoids 2008. 8th IEEE-RAS International Conference …, 2008
1892008
Studies of crack dynamics in clay soil: II. A physically based model for crack formation
HJ Vogel, H Hoffmann, A Leopold, K Roth
Geoderma 125 (3-4), 213-223, 2005
1122005
Computational models for neuromuscular function
FJ Valero-Cuevas, H Hoffmann, MU Kurse, JJ Kutch, EA Theodorou
IEEE reviews in biomedical engineering 2, 110-135, 2009
992009
Perception through visuomotor anticipation in a mobile robot
H Hoffmann
Neural Networks 20 (1), 22-33, 2007
882007
Toward ultra high speed locomotors: Design and test of a cheetah robot hind limb
MA Lewis, MR Bunting, B Salemi, H Hoffmann
2011 IEEE International Conference on Robotics and Automation, 1990-1996, 2011
552011
Action selection and mental transformation based on a chain of forward models
H Hoffmann, R Möller
From Animals to Animats 8, 213-222, 2004
522004
An extension of neural gas to local PCA
R Möller, H Hoffmann
Neurocomputing 62, 305-326, 2004
472004
Learning visuomotor transformations for gaze-control and grasping
H Hoffmann, W Schenck, R Möller
Biological cybernetics 93 (2), 119-130, 2005
462005
Local dimensionality reduction for non-parametric regression
H Hoffmann, S Schaal, S Vijayakumar
Neural Processing Letters 29 (2), 109, 2009
322009
Sliced wasserstein distance for learning gaussian mixture models
S Kolouri, GK Rohde, H Hoffmann
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
292018
Unsupervised Learning of Visuomotor Associations
H Hoffmann
Logos-Verlag, 2005
212005
Neural network device with engineered delays for pattern storage and matching
H Hoffmann
US Patent 9,311,595, 2016
182016
Neural network device with engineered delays for pattern storage and matching
H Hoffmann
US Patent 8,818,923, 2014
172014
Fast pattern matching with time-delay neural networks
H Hoffmann, MD Howard, MJ Daily
The 2011 International Joint Conference on Neural Networks, 2424-2429, 2011
172011
Sensor-assisted adaptive motor control under continuously varying context
H Hoffmann, G Petkos, S Bitzer, S Vijayakumar
172007
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