Prof Dr Stefan Wermter

Cited by

	All	Since 2018
Citations	11829	8196
h-index	50	37
i10-index	223	140

2000

1000

500

1500

1995199619971998199920002001200220032004200520062007200820092010201120122013201420152016201720182019202020212022202333 45 46 49 63 92 75 99 137 114 203 151 182 141 159 157 151 190 184 180 266 327 409 602 874 1324 1592 1859 1905

Public access

View all

195 articles

3 articles

available

not available

Based on funding mandates

Co-authors

Cornelius WeberUniversität HamburgVerified email at informatik.uni-hamburg.de
German I. ParisiIBM Data & AI | ContinualAI.orgVerified email at ibm.com
Pablo BarrosBrussels Laboratory, Sony CorporationVerified email at sony.com
Sven MaggPostdoctoral Researcher, Universität HamburgVerified email at sven-magg.de
Stefan HeinrichAssistant Professor, IT University of CopenhagenVerified email at itu.dk
Erik StrahlUniversität HamburgVerified email at informatik.uni-hamburg.de
Mark ElshawCoventry UniversityVerified email at coventry.ac.uk
Dr. Johannes TwiefelResearch Associate at Knowledge Technology Group, Dept. Computer Science, University of HamburgVerified email at informatik.uni-hamburg.de
Manfred EppeHamburg University of TechnologyVerified email at tuhh.de
Christo PanchevAssistant Professor, University of WarwickVerified email at warwick.ac.uk
Nicolás Navarro-GuerreroL3S Research Center, Leibniz University Hannover, GermanyVerified email at l3s.de
Tobias HinzAdobe ResearchVerified email at adobe.com
Ken McGarryAssociate Professor, School of Computer Science, University of SunderlandVerified email at sunderland.ac.uk
Francisco CruzUNSW SydneyVerified email at unsw.edu.au
Doreen JirakIstituto Italiano di TecnologiaVerified email at iit.it
Egor LakomkinMeta AIVerified email at fb.com
Jindong LiuResearch Fellow, Imperial College LondonVerified email at imperial.ac.uk
Di Fu, Ph.D. 傅迪Department of Informatics, Unviersity of HamburgVerified email at uni-hamburg.de
Dr. Chandrakant BotheUniversity of HamburgVerified email at informatik.uni-hamburg.de
Sascha GriffithsMachine2Human SolutionsVerified email at ortelio.co.uk

Prof Dr Stefan Wermter

University of Hamburg

Verified email at uni-hamburg.de - Homepage

Artificial Intelligence Neural Networks Robotics Machine Learning Cognitive Systems


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Continual lifelong learning with neural networks: A review GI Parisi, R Kemker, JL Part, C Kanan, S Wermter Neural networks 113, 54-71, 2019	2564	2019
An overview of hybrid neural systems S Wermter, R Sun International Workshop on Hybrid Neural Systems, 1-13, 1998	299	1998
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	235	2017
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	166	1999
Semantic object accuracy for generative text-to-image synthesis T Hinz, S Heinrich, S Wermter IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (3), 1552-1565, 2022	155	2022
Face expression recognition with a 2-channel convolutional neural network D Hamester, P Barros, S Wermter 2015 International Joint Conference on Neural Networks (IJCNN), 1787-1794, 2015	152	2015
Lifelong learning of spatiotemporal representations with dual-memory recurrent self-organization GI Parisi, J Tani, C Weber, S Wermter Frontiers in neurorobotics 12 (Article 78), 2018	146	2018
Efficient facial feature learning with wide ensemble-based convolutional neural networks H Siqueira, S Magg, S Wermter Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 5800-5809, 2020	138	2020
Speeding up the hyperparameter optimization of deep convolutional neural networks T Hinz, N Navarro-Guerrero, S Magg, S Wermter International Journal of Computational Intelligence and Applications 17 (02 …, 2018	133	2018
Improved techniques for training single-image gans T Hinz, M Fisher, O Wang, S Wermter Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021	129	2021
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	128	2014
Lifelong learning of human actions with deep neural network self-organization GI Parisi, J Tani, C Weber, S Wermter Neural Networks 96, 137-149, 2017	124	2017
Generating multiple objects at spatially distinct locations T Hinz, S Heinrich, S Wermter arXiv preprint arXiv:1901.00686, 2019	114	2019
Hybrid connectionist natural language processing S Wermter Chapman & Hall, 1995	113	1995
The OMG-emotion behavior dataset P Barros, N Churamani, E Lakomkin, H Siqueira, A Sutherland, S Wermter 2018 International Joint Conference on Neural Networks (IJCNN), 1-7, 2018	107	2018
Developing crossmodal expression recognition based on a deep neural model P Barros, S Wermter Adaptive behavior 24 (5), 373-396, 2016	104	2016
Connectionist, statistical and symbolic approaches to learning for natural language processing S Wermter, E Riloff, G Scheler Springer, 1996	103	1996
Self-organizing neural integration of pose-motion features for human action recognition GI Parisi, C Weber, S Wermter Frontiers in Neurorobotics 9, 3, 2015	100	2015
Multimodal emotional state recognition using sequence-dependent deep hierarchical features P Barros, D Jirak, C Weber, S Wermter Neural Networks 72, 140-151, 2015	99	2015
Data mining using rule extraction from Kohonen self-organising maps J Malone, K McGarry, S Wermter, C Bowerman Neural Computing & Applications 15, 9-17, 2006	97	2006

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors