Prof Dr Stefan Wermter
TitleCited byYear
Hybrid neural systems
S Wermter, S Ron
Springer, 2000
2052000
Continual lifelong learning with neural networks: A review
GI Parisi, R Kemker, JL Part, C Kanan, S Wermter
Neural Networks, 2019
1562019
Hybrid neural systems: from simple coupling to fully integrated neural networks
K McGarry, S Wermter, J MacIntyre
Neural Computing Surveys 2 (1), 62-93, 1999
1331999
Hybrid connectionist natural language processing
S Wermter
Chapman & Hall, 1995
1061995
Connectionist, statistical and symbolic approaches to learning for natural language processing
S Wermter, E Riloff, G Scheler
Springer, 1996
921996
Neural network agents for learning semantic text classification
S Wermter
Information Retrieval 3 (2), 87-103, 2000
792000
Data mining using rule extraction from Kohonen self-organising maps
J Malone, K McGarry, S Wermter, C Bowerman
Neural Computing & Applications 15 (1), 9-17, 2006
782006
Self-organizing neural integration of pose-motion features for human action recognition
GI Parisi, C Weber, S Wermter
Frontiers in neurorobotics 9, 3, 2015
742015
Robotics sound-source localization and tracking using interaural time difference and cross-correlation
JC Murray, H Erwin, S Wermter
AI Workshop on NeuroBotics, 2004
742004
An overview of hybrid neural systems
S Wermter, R Sun
International Workshop on Hybrid Neural Systems, 1-13, 1998
721998
SCREEN: Learning a flat syntactic and semantic spoken language analysis using artificial neural networks
S Wermter, V Weber
Journal of Artificial Intelligence Research 6, 35-85, 1997
711997
Robot docking with neural vision and reinforcement
C Weber, S Wermter, A Zochios
International Conference on Innovative Techniques and Applications of …, 2003
692003
Socially assistive robots: a comprehensive approach to extending independent living
DO Johnson, RH Cuijpers, JF Juola, E Torta, M Simonov, A Frisiello, ...
International journal of social robotics 6 (2), 195-211, 2014
642014
Hybrid neural document clustering using guided self-organization and wordnet
C Hung, S Wermter, P Smith
IEEE Intelligent Systems 19 (2), 68-77, 2004
632004
Robotic sound-source localisation architecture using cross-correlation and recurrent neural networks
JC Murray, HR Erwin, S Wermter
Neural Networks 22 (2), 173-189, 2009
602009
Developing crossmodal expression recognition based on a deep neural model
P Barros, S Wermter
Adaptive behavior 24 (5), 373-396, 2016
592016
An analysis of convolutional long short-term memory recurrent neural networks for gesture recognition
E Tsironi, P Barros, C Weber, S Wermter
Neurocomputing 268, 76-86, 2017
572017
A multichannel convolutional neural network for hand posture recognition
P Barros, S Magg, C Weber, S Wermter
International Conference on Artificial Neural Networks, 403-410, 2014
572014
Towards multimodal neural robot learning
S Wermter, C Weber, M Elshaw, C Panchev, H Erwin, F Pulvermüller
Robotics and Autonomous Systems 47 (2-3), 171-175, 2004
562004
Face expression recognition with a 2-channel convolutional neural network
D Hamester, P Barros, S Wermter
2015 international joint conference on neural networks (IJCNN), 1-8, 2015
532015
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