2009 | ||
---|---|---|
43 | EE | Alexander Denecke, Heiko Wersing, Jochen J. Steil, Edgar Körner: Online figure-ground segmentation with adaptive metrics in generalized LVQ. Neurocomputing 72(7-9): 1470-1482 (2009) |
2008 | ||
42 | EE | Alexander Denecke, Heiko Wersing, Jochen J. Steil, Edgar Körner: Robust object segmentation by adaptive metrics in Generalized LVQ. ESANN 2008: 319-324 |
41 | EE | Benjamin Schrauwen, Marion Wardermann, David Verstraeten, Jochen J. Steil, Dirk Stroobandt: Improving reservoirs using intrinsic plasticity. Neurocomputing 71(7-9): 1159-1171 (2008) |
2007 | ||
40 | EE | Jochen J. Steil: Several ways to solve the MSO problem. ESANN 2007: 489-494 |
39 | EE | Marion Wardermann, Jochen J. Steil: Intrinsic plasticity for reservoir learning algorithms. ESANN 2007: 513-518 |
38 | EE | Frank Röthling, Robert Haschke, Jochen J. Steil, Helge Ritter: Platform portable anthropomorphic grasping with the bielefeld 20-DOF shadow and 9-DOF TUM hand. IROS 2007: 2951-2956 |
37 | EE | Helge Ritter, Robert Haschke, Jochen J. Steil: A Dual Interaction Perspective for Robot Cognition: Grasping as a "Rosetta Stone". Perspectives of Neural-Symbolic Integration 2007: 159-178 |
36 | EE | Heiko Wersing, Stephan Kirstein, Michael Götting, Holger Brandl, Mark Dunn, Inna Mikhailova, Christian Goerick, Jochen J. Steil, Helge Ritter, Edgar Körner: Online Learning of Objects in a Biologically Motivated Visual Architecture. Int. J. Neural Syst. 17(4): 219-230 (2007) |
35 | EE | Jochen J. Steil: Online reservoir adaptation by intrinsic plasticity for backpropagation-decorrelation and echo state learning. Neural Networks 20(3): 353-364 (2007) |
34 | EE | Jochen J. Steil, Michael Götting, Heiko Wersing, Edgar Körner, Helge Ritter: Adaptive scene dependent filters for segmentation and online learning of visual objects. Neurocomputing 70(7-9): 1235-1246 (2007) |
2006 | ||
33 | EE | Jochen J. Steil, Risto Koiva, Alessandro Sperduti: Unsupervised clustering of continuous trajectories of kinematic trees with SOM-SD. ESANN 2006: 1-6 |
32 | EE | Michael Götting, Jochen J. Steil, Heiko Wersing, Edgar Körner, Helge Ritter: Adaptive scene-dependent filters in online learning environments. ESANN 2006: 101-106 |
31 | EE | Jochen J. Steil, Heiko Wersing: Recent trends in online learning for cognitive robots. ESANN 2006: 77-87 |
30 | EE | Heiko Wersing, Stephan Kirstein, Michael Götting, Holger Brandl, Mark Dunn, Inna Mikhailova, Christian Goerick, Jochen J. Steil, Helge Ritter, Edgar Körner: A Biologically Motivated System for Unconstrained Online Learning of Visual Objects. ICANN (2) 2006: 508-517 |
29 | EE | Stefan Klanke, Dmitry V. Lebedev, Robert Haschke, Jochen J. Steil, Helge Ritter: Dynamic Path Planning for a 7-DOF Robot Arm. IROS 2006: 3879-3884 |
28 | EE | Sebastian Weng, Heiko Wersing, Jochen J. Steil, Helge Ritter: Learning lateral interactions for feature binding and sensory segmentation from prototypic basis interactions. IEEE Transactions on Neural Networks 17(4): 843-862 (2006) |
27 | EE | Jochen J. Steil, Gavin C. Cawley, Fabrice Rossi: New Issues in Neurocomputing. Neurocomputing 69(7-9): 625-626 (2006) |
26 | EE | Jochen J. Steil: Online stability of backpropagation-decorrelation recurrent learning. Neurocomputing 69(7-9): 642-650 (2006) |
2005 | ||
25 | EE | Jochen J. Steil: Stability of backpropagation-decorrelation efficient O(N) recurrent learning. ESANN 2005: 43-48 |
24 | EE | Jochen J. Steil: Memory in Backpropagation-Decorrelation O(N) Efficient Online Recurrent Learning. ICANN (2) 2005: 649-654 |
23 | EE | Patrick C. McGuire, Jannik Fritsch, Jochen J. Steil, Frank Röthling, Gernot A. Fink, Sven Wachsmuth, Gerhard Sagerer, Helge Ritter: Multi-Modal Human-Machine Communication for Instructing Robot Grasping Tasks CoRR abs/cs/0505064: (2005) |
22 | EE | Dmitry V. Lebedev, Jochen J. Steil, Helge Ritter: The dynamic wave expansion neural network model for robot motion planning in time-varying environments. Neural Networks 18(3): 267-285 (2005) |
21 | EE | Ulf D. Schiller, Jochen J. Steil: Analyzing the weight dynamics of recurrent learning algorithms. Neurocomputing 63: 5-23 (2005) |
20 | EE | Jochen J. Steil, Gavin C. Cawley, Thomas Villmann: Trends in Neurocomputing at ESANN 2004. Neurocomputing 64: 1-4 (2005) |
19 | EE | Robert Haschke, Jochen J. Steil: Input space bifurcation manifolds of recurrent neural networks. Neurocomputing 64: 25-38 (2005) |
2004 | ||
18 | EE | Robert Haschke, Jochen J. Steil: Input Space Bifurcation Manifolds of RNNs. ESANN 2004: 13-18 |
17 | EE | Jochen J. Steil: Neural dynamics for task-oriented grouping of communicating agents. ESANN 2004: 531-536 |
16 | EE | Helge Ritter, Jochen J. Steil, Claudia Nölker, Frank Röthling, Patrick C. McGuire: Neural Architectures for Robot Intelligence CoRR cs.RO/0410042: (2004) |
15 | EE | Jochen J. Steil, Frank Röthling, Robert Haschke, Helge Ritter: Situated robot learning for multi-modal instruction and imitation of grasping. Robotics and Autonomous Systems 47(2-3): 129-141 (2004) |
2003 | ||
14 | EE | Ulf D. Schiller, Jochen J. Steil: On the weight dynamics of recurrent learning. ESANN 2003: 73-78 |
13 | Gernot A. Fink, Jannik Fritsch, Nadine Leßmann, Helge Ritter, Gerhard Sagerer, Jochen J. Steil, Ipke Wachsmuth: Architekturen situierter Kommunikatoren: Von Perzeption über Kognition zum Lernen. GI Jahrestagung (2) 2003: 29-44 | |
12 | EE | Sebastian Weng, Jochen J. Steil: Learning Compatibility Functions for Feature Binding and Perceptual Grouping. ICANN 2003: 60-67 |
11 | Dmitry V. Lebedev, Jochen J. Steil, Helge Ritter: A neural network model that calculates dynamic distance transform for path planning and exploration in a changing environment. ICRA 2003: 4209-4214 | |
2002 | ||
10 | Barbara Hammer, Jochen J. Steil: Perspectives on learning with recurrent neural networks. ESANN 2002: 357-368 | |
9 | EE | Sebastian Weng, Jochen J. Steil: Data Driven Generation of Interactions for Feature Binding and Relaxation Labeling. ICANN 2002: 432-437 |
8 | EE | Jochen J. Steil: Local stability of recurrent networks with time-varying weights and inputs. Neurocomputing 48(1-4): 39-51 (2002) |
2001 | ||
7 | EE | Robert Haschke, Jochen J. Steil, Helge Ritter: Controlling Oscillatory Behaviour of a Two Neuron Recurrent Neural Network Using Inputs. ICANN 2001: 1109-1114 |
6 | Heiko Wersing, Jochen J. Steil, Helge Ritter: A Competitive-Layer Model for Feature Binding and Sensory Segmentation. Neural Computation 13(2): 357-387 (2001) | |
2000 | ||
5 | EE | Jochen J. Steil: Local input-output stability of recurrent networks with time-varying weights. ESANN 2000: 281-286 |
4 | EE | Jochen J. Steil: Robust Control in Closed Loops Realized by Fast Signal Transmission of Infinite Gain Neurons. IJCNN (1) 2000: 260-265 |
1999 | ||
3 | EE | Jochen J. Steil, Helge Ritter: Maximisation of stability ranges for recurrent neural networks subject to on-line adaptation. ESANN 1999: 370-374 |
1998 | ||
2 | Jochen J. Steil, Helge Ritter: Input-Output Stability of Recurrent Neural Networks with Delays Using Circle Criteria. NC 1998: 519-525 | |
1997 | ||
1 | Heiko Wersing, Jochen J. Steil, Helge Ritter: A Layered Recurrent Neural Network for Feature Grouping. ICANN 1997: 439-444 |