2008 |
29 | EE | Christoph Kolodziejski,
Bernd Porr,
Minija Tamosiunaite,
Florentin Wörgötter:
On the asymptotic equivalence between differential Hebbian and temporal difference learning using a local third factor.
NIPS 2008: 857-864 |
28 | EE | Adedoyin Maria Thompson,
Bernd Porr,
Christoph Kolodziejski,
Florentin Wörgötter:
Second Order Conditioning in the Sub-cortical Nuclei of the Limbic System.
SAB 2008: 189-198 |
27 | EE | Christoph Kolodziejski,
Bernd Porr,
Florentin Wörgötter:
Mathematical properties of neuronal TD-rules and differential Hebbian learning: a comparison.
Biological Cybernetics 98(3): 259-272 (2008) |
26 | EE | Minija Tamosiunaite,
James Ainge,
Tomas Kulvicius,
Bernd Porr,
Paul Dudchenko,
Florentin Wörgötter:
Path-finding in real and simulated rats: assessing the influence of path characteristics on navigation learning.
Journal of Computational Neuroscience 25(3): 562-582 (2008) |
25 | EE | Florentin Wörgötter,
Bernd Porr:
Reinforcement learning.
Scholarpedia 3(3): 1448 (2008) |
2007 |
24 | EE | Poramate Manoonpong,
Tao Geng,
Bernd Porr,
Florentin Wörgötter:
The RunBot Architecture for Adaptive, Fast, Dynamic Walking.
ISCAS 2007: 1181-1184 |
23 | EE | Sven Soell,
Bernd Porr:
An Undersampling Digital Microphone.
ISCAS 2007: 3820-3823 |
22 | EE | Minija Tamosiunaite,
Bernd Porr,
Florentin Wörgötter:
Developing velocity sensitivity in a model neuron by local synaptic plasticity.
Biological Cybernetics 96(5): 507-518 (2007) |
21 | EE | Minija Tamosiunaite,
Bernd Porr,
Florentin Wörgötter:
Self-influencing synaptic plasticity: Recurrent changes of synaptic weights can lead to specific functional properties.
Journal of Computational Neuroscience 23(1): 113-127 (2007) |
20 | EE | Bernd Porr,
Florentin Wörgötter:
Learning with "Relevance": Using a Third Factor to Stabilize Hebbian Learning.
Neural Computation 19(10): 2694-2719 (2007) |
19 | EE | Bernd Porr,
Tomas Kulvicius,
Florentin Wörgötter:
Improved stability and convergence with three factor learning.
Neurocomputing 70(10-12): 2005-2008 (2007) |
18 | EE | Tomas Kulvicius,
Bernd Porr,
Florentin Wörgötter:
Development of receptive fields in a closed-loop behavioural system.
Neurocomputing 70(10-12): 2046-2049 (2007) |
2006 |
17 | EE | Adedoyin Maria Thompson,
Bernd Porr,
Florentin Wörgötter:
Stabilising Hebbian Learning with a Third Factor in a Food Retrieval Task.
SAB 2006: 313-322 |
16 | EE | Tao Geng,
Bernd Porr,
Florentin Wörgötter:
Fast Biped Walking with a Sensor-driven Neuronal Controller and Real-time Online Learning.
I. J. Robotic Res. 25(3): 243-259 (2006) |
15 | EE | Tao Geng,
Bernd Porr,
Florentin Wörgötter:
A Reflexive Neural Network for Dynamic Biped Walking Control.
Neural Computation 18(5): 1156-1196 (2006) |
14 | EE | Bernd Porr,
Florentin Wörgötter:
Strongly Improved Stability and Faster Convergence of Temporal Sequence Learning by Using Input Correlations Only.
Neural Computation 18(6): 1380-1412 (2006) |
2005 |
13 | EE | Tao Geng,
Bernd Porr,
Florentin Wörgötter:
Fast biped walking with a reflexive controller and real-time policy searching.
NIPS 2005 |
12 | EE | Minija Tamosiunaite,
Bernd Porr,
Florentin Wörgötter:
Temporally changing synaptic plasticity.
NIPS 2005 |
11 | EE | Ausra Saudargiene,
Bernd Porr,
Florentin Wörgötter:
Local learning rules: predicted influence of dendritic location on synaptic modification in spike-timing-dependent plasticity.
Biological Cybernetics 92(2): 128-138 (2005) |
10 | EE | Florentin Wörgötter,
Bernd Porr:
Temporal Sequence Learning, Prediction, and Control: A Review of Different Models and Their Relation to Biological Mechanisms.
Neural Computation 17(2): 245-319 (2005) |
2004 |
9 | | Ausra Saudargiene,
Bernd Porr,
Florentin Wörgötter:
Biologically inspired artificial neural network algorithm which implements local learning rules.
ISCAS (5) 2004: 389-392 |
8 | EE | Ausra Saudargiene,
Bernd Porr,
Florentin Wörgötter:
How the Shape of Pre- and Postsynaptic Signals Can Influence STDP: A Biophysical Model.
Neural Computation 16(3): 595-625 (2004) |
2003 |
7 | EE | Bernd Porr,
Ausra Saudargiene,
Florentin Wörgötter:
Analytical Solution of Spike-timing Dependent Plasticity Based on Synaptic Biophysics.
NIPS 2003 |
6 | EE | Bernd Porr,
Florentin Wörgötter:
Isotropic Sequence Order Learning.
Neural Computation 15(4): 831-864 (2003) |
5 | EE | Bernd Porr,
Christian von Ferber,
Florentin Wörgötter:
ISO Learning Approximates a Solution to the Inverse-Controller Problem in an Unsupervised Behavioral Paradigm.
Neural Computation 15(4): 865-884 (2003) |
2002 |
4 | EE | Bernd Porr,
Florentin Wörgötter:
Learning a Forward Model of a Reflex.
NIPS 2002: 1531-1538 |
3 | | Bernd Porr,
Bernd Nürenberg,
Florentin Wörgötter:
A VLSI-Compatible Computer Vision Algorithm for Stereoscopic Depth Analysis in Real-Time.
International Journal of Computer Vision 49(1): 39-55 (2002) |
2 | EE | Bernd Porr,
Florentin Wörgötter:
Predictive learning in rate-coded neuronal networks: a theoretical approach towards classical conditioning.
Neurocomputing 44-46: 585-590 (2002) |
2001 |
1 | EE | Bernd Porr,
Florentin Wörgötter:
Temporal Hebbian Learning in Rate-Coded Neural Networks: A Theoretical Approach towards Classical Conditioning.
ICANN 2001: 1115-1120 |