Otto-von-Guericke-Universität Magdeburg

 
 
 
 
 
 
 
 

Publikationsarchiv

2012 2011 2010 2009 2008 2007 2006 2005 2004 2003 2002 2001 2000 1999 1998 1997 1996 1995 1994 1993 1991

2012

Bogdan Vlasenko, Dmytro Prylipko, Andreas Wendemuth:
Towards robust spontaneous speech recognition with emotional speech adapted acoustic models
In Proceedings of 35th German Conference on Artificial Intelligence. September 24-27, 2012. Saarbrücken, Germany.

Philipp Scheibner
Ökonomische Objektivierung von elektromechanischen Funktionsgeräuschen
Logos, Berlin 2012, ISBN: 978-3-8325-3069-3, 2012.

Dmytro Prylipko, Bogdan Vlasenko, Andreas Stolcke, Andreas Wendemuth:
Language modeling of monverbal vocalizations in spontaneous speech
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 7499 LNAI, pp. 488-495. Springer, Heidelberg (2012).

Dmytro Prylipko, Björn Schuller, Andreas Wendemuth:
Fine-tuning HMMs for nonverbal vocalizations in spontaneous speech: a multicorpus perspective
In Proceedings of ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing, pp. 4625-4628, April 25-31, 2012. Kyoto, Japan.

Kim Hartmann, Ingo Siegert, Stefan Glüge, Andreas Wendemuth, Michael Kotzyba, Barbara Deml
Describing Human Emotions Through Mathematical Modelling
Proceedings of the MATHMOD 2012 - 7th Vienna International Conference on Mathematical Modelling, February 15-17, 2012, Vienna, Austria, 2012. BibTex

Ronald Böck, Kerstin Limbrecht, Steffen Walter, Stefan Glüge, David Hrabal, Andreas Wendemuth, Harald C. Traue
Intraindividual and Interindividual Multimodal Emotion Analyses in Human-Machine-Interaction
Proceedings of 2012 IEEE Conference on Cognitive Methods in Situation Awareness and Decision Support, March 6-9, 2012, New Orleans, 2012.

Michael Kotzyba, Barbara Deml, Hendrik Neumann, Stefan Gluege, Kim Hartmann, Ingo Siegert, Andreas Wendemuth, Harald Traue, Steffen Walter.
Emotion Detection by Event Evaluation using Fuzzy Sets as Appraisal Variables.
N. Rußwinkel, U. Drewitz & H. van Rijn (eds.), Proceedings of the 11th International Conference on Cognitive Modeling, Berlin: Universitaetsverlag der TU Berlin, 2012. BibTex

Jörg Frommer, Bernd Michaelis, Dietmar Rösner, Andreas Wendemuth, Rafael Friesen, Matthias Haase, Michaela Kunze, Rico Andrich, Julia Lange, Axel Panning and Ingo Siegert.
Towards Emotion and Affect Detection in the Multimodal LAST MINUTE Corpus.
Eighth international conference on Language Resources and Evaluation (LREC 2012). 2012. BibTex

David Philippou-Hübner, Bogdan Vlasenko, Ronald Böck, Andreas Wendemuth
The Performance of the Speaking Rate Parameter in Emotion Recognition from Speech.
Proceedings of 2012 IEEE International Conference on Multimedia & Expo (ICME2012), July 9-13, 2012, Melbourne, Australia, 2012.

Martin Schels, Michael Glodek, Sascha Meudt, Miriam Schmidt, David Hrabal, Ronald Böck, Steffen Walter, Friedhelm Schwenker
Multi-Modal Classifier-Fusion for the Classification of Emotional States in WOZ Scenarios.
Proceedings of the 4th International Conference on Applied Human Factors and Ergonomics, July 21-25, 2012, San Francisco, 2012. BibTex

Axel Panning and Ingo Siegert and Ayoub Al-Hamadi and Andreas Wendemuth and Dietmar Rösner and Jörg Frommer and Gerald Krell and Bernd Michaelis
Multimodal Affect Recognition in Spontaneous HCI Enviroment.
Proceedings of 2012 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC 2012), August 12-15, Hong Kong, China, pp. 430-435, 2012. BibTex

Ronald Böck, Kerstin Limbrecht, Ingo Siegert, Stefan Glüge, Steffen Walter, Andreas Wendemuth
Combining Mimic and Prosodic Analyses for User Disposition Classification.
Proceedings of the 23. Konferenz Elektronische Sprachsignalverarbeitung (ESSV 2012), August 29-31, 2012, Cottbus, Germany, 2012. BibTex

David Philippou-Hübner, Ronald Böck, Andreas Wendemuth
Applying the Speaking Rate in a Hierarchical Classifier for Emotion Recognition from Speech.
Proceedings of the 23. Konferenz Elektronische Sprachsignalverarbeitung (ESSV 2012), August 29-31, 2012, Cottbus, Germany, 2012.

Ingo Siegert, Ronald Böck, David Philippou-Hübner, Andreas Wendemuth
Investigation of Hierarchical Classification for Simultaneous Gender and Age Recognition.
Proceedings of the 23. Konferenz Elektronische Sprachsignalverarbeitung (ESSV 2012), August 29-31, 2012, Cottbus, Germany, 2012. BibTex

Francesca Bonin, Ronald Böck, Nick Campbell
How do we react to context? Annotation of individual and group engagement in a video corpus.
Proceedings of the First International Workshop on Context Based Affect Recognition (CBAR 2012), September 3-6, Amsterdam, Netherlands, 2012. BibTex

Ingo Siegert, Ronald Böck, Andreas Wendemuth
The Influence of Context Knowledge for Multimodal Annotation on natural Material.
In: Joint Proceedings  of the IVA 2012 Workshops (Multimodal Analyses enabling Artificial Agents in Human-Machine-Interaction MA3), Eds: R. Böck, F. Bonin, N. Campbell, J. Edlund, I. de Kok, R. Poppe, D. Traum, Santa Cruz, USA, September 15, Publisher: Otto von Guericke University Magdeburg, ISBN:  978-3-940961-83-9, 2012. BibTex

Joint Proceedings  of the IVA 2012 Workshops,
Eds: R. Böck, F. Bonin, N. Campbell, J. Edlund, I. de Kok, R. Poppe, D. Traum, Santa Cruz, USA, September 15, Publisher: Otto von Guericke University Magdeburg, ISBN:  978-3-940961-83-9, 2012.

Stefan Glüge, Ronald Böck, Andreas Wendemuth
Extension of Backpropagation Through Time for Segmented-Memory Recurrent Neural Networks.
Proceedings of the 4th International Joint Conference on Computational Intelligence (IJCCI 2012), October 5-7, Barcelona, Spain, 2012. BibTex

Ingo Siegert, Ronald Böck, Andreas Wendemuth
Modeling Users' Mood State to Improve Human-Machine-Interaction.
In: Cognitive Behavioural Systems. COST 2102 International Training School, Dresden, Germany, February 21-26, 2011, Revised Selected Papers. Eds.: A. Esposito, A. M. Esposito, A. Vinciarelli, R. Hoffmann, V. C. Müller, LNCS 7403, Berlin, Springer, pp. 273-279, 2012. BibTex

Andreas Wendemuth, Susanne Biundo
A Companion Technology for Cognitive Technical Systems
In: Cognitive Behavioural Systems. COST 2102 International Training School, Dresden, Germany, February 21-26, 2011, Revised Selected Papers. Eds.: A. Esposito, A. M. Esposito, A. Vinciarelli, R. Hoffmann, V. C. Müller, LNCS 7403, Berlin, Springer, pp. 89-103, 2012.

Andreas Wendemuth, Italo Simonelli
Majority Decisions in Overlapping Committees and Asymptotic Size of Dichotomies.
SIAM Journal on Discrete Mathematics, 26 (4), pp. 1537-1549, http://dx.doi.org/10.1137/110836717, 2012.

2011

Ingo Siegert, Ronald Böck, Andreas Wendemuth
Incorporation of a mood-model to improve user-disposition prediction from emotion recognition (Abstract)
In Programm and Abstracts of the COST 2012 Final Conference, February 21-25, 2011, Dresden, Germany.

Andreas Wendemuth, Susanne Biundo
A Companion Technology for Cognitive Technical Systems
In: Programm and Abstracts of the COST 2012 Final Conference, February 21-25, 2011, Dresden, Germany.

Stefan Glüge, Oussama H. Hamid, Jochen Braun, Andreas Wendemuth
A Markov Model of Conditional Associative Learning in a Cognitive Behavioural Scenario
J.M. Ferrández et al. (Eds.): IWINAC 2011, Part I, LNCS 6686, pp 10-19, 2011.

Steffen Walter, Stefan Scherer, Martin Schels, Micheal Glodek, David Hrabal, Miriam Schmidt, Ronald Böck, Kerstin Limbrecht, Harald C. Traue, Friedhelm Schwenker
Multimodal Emotion Classification in Naturalistic User Behavior.
Julia A. Jacko (ed.): Human-Computer Interaction Part III, LNCS 6763, pp. 603-611, Springer, 2011 (as Proceedings of the 14th International Conference on Human-Computer Interaction (HCII2011), July 9-14, 2011, Orlando, USA, 2011). BibTex

Ingo Siegert, Ronald Böck, David Philippou-Hübner, Bogdan Vlasenko, Andreas Wendemuth
Appropriate Emotional Labeling of Non-Acted Speech Using Basic Emotions, Geneva Emotion Wheel and Self Assessment Manikins.
In Proceedings of the IEEE International Conference on Multimedia & Expo (ICME2011), July 11-15, 2011, Barcelona, Spain.

Bogdan Vlasenko, David Philippou-Hübner, Dmytro Prylipko, Ronald Böck, Ingo Siegert, Andreas Wendemuth
Vowels formants analysis allows straightforward detection of high arousal emotions.
In Proceedings of the IEEE International Conference on Multimedia & Expo (ICME'2011), July 11-15, 2011, Barcelona, Spain.

Ronald Böck, Ingo Siegert, Bogdan Vlasenko, Andreas Wendemuth, Matthias Haase, Julia Lange
A Processing Tool for Emotionally Coloured Speech.
Paper and Demonstration at the 2011 IEEE International Conference on Multimedia & Expo (ICME2011), July 11-15, 2011, Barcelona, Spain. BibTex

Bogdan Vlasenko, Dmytro Prylipko, David Philippou-Hübner, Andreas Wendemuth
Vowels formants analysis allows straightforward detection of high arousal acted and spontaneous emotions
In Proceedings of the 12th Annual Conference of the International Speech Communication Association (INTERSPEECH'2011), August 28-31, 2011, Florence, Italy.

Dmytro Prylipko, Dirk Schnelle-Walka, Spencer Lord, Andreas Wendemuth
Zanzibar OpenIVR : An Open-Source Framework for Development of Spoken Dialog Systems
In Proceedings of the 14th International Conference on Text, Speech and Dialogue (TSD'2011) (Vol. LNAI 6836, pp. 372-379). Springer-Verlag. doi:10.1007/978-3-642-23538-2_47, September 1-5, 2011, Pilsen, Czech Republic.

Ronald Böck, Ingo Siegert, Matthias Haase, Julia Lange, Andreas Wendemuth
ikannotate - A Tool for Labelling, Transkription, and Annotation of Emotionally Coloured Speech
S. D´Mello et al. (Eds.): ACII 2011, Part I, LNCS 6974, pp. 25-34. Springer, Heidelberg, 2011. BibTex

Stefan Glüge, Ronald Böck, Andreas Wendemuth
Segmented-Memory Recurrent Neural Networks versus Hidden Markov Models in Emotion Recognition from Speech
In Proceedings of the 3rd International Joint Conference on Computational Intelligence (IJCCI 2011), October 24-26, 2011, Paris, France.

 

2010

Tobias Grosser, Aoys Elsafadi, David Hübner, Ronald Böck, Andreas Wendemuth
Adaptive Beamforming in Speaker Diarization
Proceedings of the Berlin Beamforming Conference 2010 (BeBeC2010), February 24-25, 2010, Berlin, Germany, 2010. BibTex

Stefan Glüge and Andreas Wendemuth
Implicit Sequence Learning by Recurrent Neural Networks
Proceedings of Interdisciplinary College 2010( IK 2010), March, 12-19, 2010, Günne, Germany, 2010.

Ronald Böck, David Hübner, Andreas Wendemuth
Determining Optimal Signal Features and Parameters for HMM-Based Emotion Classification
Proceedings of the 15th IEEE Mediterranean Electrotechnical Conference (MELECON 2010), April 26-28, 2010, Valletta, Malta, 2010. BibTex

Bogdan Vlasenko, Ronald Böck, Andreas Wendemuth
Modeling affected user behavior during human-machine interaction.
Proceedings of the 5th International Conference on Speech Prosody, May 11-14, 2010, Chicago, Illinois, USA , 2010.

Oussama Hamid, Andreas Wendemuth, Jochen Braun
Temporal context and conditional associative learning
BMC Neuroscience 11:45

Stefan Scherer, Ingo Siegert, Lutz Bigalke, Sascha Meudt
Developing an Expressive Speech Labeling Tool Incorporating the Temporal Characteristics of Emotion.
Proceedings of the 7th International Conference on Language Resources and Evaluation (LREC2010), May 17-23, 2010, Valletta, Malta, 2010.

Stefan Glüge, Oussama Hamid, Andreas Wendemuth
Influence of the Temporal Context on a Simple Recurrent Network in a Classification Task.
7th International Symposium on Neural Networks (ISNN 2010), June, 6-9, 2010, Shanghai, China, 2010.

Stefan Glüge, Oussama Hamid, Andreas Wendemuth
A Simple Recurrent Network for Implicit Learning of Temporal Sequences
Cognitive Computation (Springer Journal), Volume 2, Number 4, pp. 265-271 (December 2010)
DOI: 10.1007/s12559-010-9066-z

André Stuhlsatz, Jens Lippel, Thomas Zielke
Discriminative Feature Extraction with Deep Neural Networks.
Proceedings of the 2010 International Joint Conference on Neural Networks (IJCNN 2010), July, 18-23, 2010, Barcelona, Spain, 2010.

Susanne Biundo, Andreas Wendemuth
Von kognitiven technischen Systemen zu Companion-Systemen.
Zeitschrift für Künstliche Intelligenz, 2010, Springer Verlag, Berlin / Heidelberg, DOI: 10.1007/s13218-010-0056-9.

Björn Schuller, Bogdan Vlasenko, Florian Eyben, Martin Wöllmer, André Stuhlsatz, Andreas Wendemuth, Gerhard Rigoll
Cross-Corpus Acoustic Emotion Recognition: Variances and Strategies.
Accepted in: IEEE Transactions on Affective Computing, 2010.

David Hübner, Bogdan Vlasenko, Tobias Grosser, Andreas Wendemuth
Determining Optimal Features for Emotion Recognition from Speech by applying an Evolutionary Algorithm.
Proceedings of Interspeech 2010 (INTERSPEECH2010), September 26-30.2010, Makuhari, Japan, 2010.

Stefan Glüge, Ronald Böck, Andreas Wendemuth
IMPLICIT SEQUENCE LEARNING - A Case Study with a 4-2-4 Encoder Simple Recurrent Network.
In Proceedings of the International Conference on Fuzzy Computation and 2nd International Conference on Neural Computation, pages 279-288
(ICNC 2010), October 24-26, 2010, Valencia, Spain, 2010.
DOI: 10.5220/0003061402790288

Andreas Wendemuth
Die VSA-Preise 2010 - Die Preisträger und ein Blick hinter die Kulissen
erschienen in (Zeitschriftenreihe): freiraum 28, Ausgabe 4/2010, December 2010,
Erscheinungsform: print,  und internet (mit passwort): http://www.vsa-fnf.de/portal/f_page.php?cat=freiraum&page=about
Hrsg. der Zeitschriftenreihe: Verband der Stipendiaten und Altstipendiaten der Friedrich-Naumann-Stiftung e. V., Elke Imle  (V.i.S.d.P), Reinhardtstr. 12/14, 10117 Berlin.

2009

Andreas Wendemuth, Hans-Günter Meier
Proceedings of Research Workshop on "Emotion-, Speech-, and Face Recognition with advanced classifiers".
A. Wendemuth and H.-G. Meier (eds.),May 16-17, 2008, Düsseldorf, Germany
Otto-von-Guericke-Universität Magdeburg, ISBN: 978-3-940961-24-2, 2008.

Philipp Scheibner, Alfred Zeitler, Andreas Wendemuth
Sound Quality Evaluation of Power Seat Adjusters.
Proceedings of the NAG/DAGA 2009, March 23-26, 2009, Rotterdam, ISBN 978-3-9808659-6-8, pp. 1547-1549, 2009.

Philipp Scheibner, Andreas Wendemuth
Approach to a Design of Experiments for Sound Quality Evaluations of Car Interior Adjusting Noises.
Proceedings of the SAE 2009 Noise and Vibration Conference and Exhibition, May 19-21, 2009, St. Charles, Illinois, USA , ISSN 0148-7191,  2009.

Rainer Knauf, Ronald Böck, Yoshitaka Sakurai, Setsuo Tsuruta
Knowledge Engineering with Didactic Knowledge - First Steps towards an Ultimate Goal.
Proceedings of the 22nd International Florida Artificial Intelligence Research Society Conference 2009 (FLAIRS-2009), May 19-21, 2009, Sanibel Island, FL, USA, CA: AAAI Press, pp. 418-419, 2009. BibTex

Bogdan Vlasenko, Andreas Wendemuth
Heading Toward to the Natural Way of Human-Machine Interaction: The NIMITEK Project
Proceedings of the IEEE International Conference on Multimedia & Expo. (ICME 2009), June 28-July 03, 2009, New York, New York, USA, ISBN 978-1-4244-4291-1, 2009.

Bogdan Vlasenko, Andreas Wendemuth
Processing affected speech within human machine interaction.
Proceedings of the Interspeech 2009, September 6-10, 2009, Brighton, UK, 2009.

Ronald Böck, David Hübner, Andreas Wendemuth
On the Influences of Feature Extraction in Single Emotion Recognition in Naive vs. Acted Speech

Proceedings of the 20. Konferenz Elektronische Sprachsignalverarbeitung (ESSV 2009)
September 21-23, 2009, Dresden, Germany, 2009. BibTex

David Hübner, Ronald Böck, Andreas Wendemuth
Application of HMMs for the Recognition of Emotional Sequences in the Valence-Arousal Space
Proceedings of the 20. Konferenz Elektronische Sprachsignalverarbeitung (ESSV 2009), September 21-23, 2009, Dresden, Germany, 2009.

Björn Schuller, Bogdan Vlasenko, Florian Eyben, Gerhard Rigoll, Andreas Wendemuth
Acoustic Emotion Recognition: A Benchmark Comparision of Performances
In the Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), December 13-17, 2009, Merano, Italy, 2009.

Kinfe Tadesse Mengistu, Andreas Wendemuth
A Multi-domain Telephone-based Spoken Dialog System Using HMM-based Acoustic and Semantic Models in a VoiceXML Framework.
IEEE workshop on Automatic Speech Recognition and Understanding (ASRU), Show & Tell Demonstration, December 13-17, 2009, Merano, Italy, 2009.

Bogdan Vlasenko, Andreas Wendemuth
Spoken Dialog System for Puzzle Games scenario with integrated user behavior model: On the way for a More Natural Human-Computer Interaction.
IEEE workshop on Automatic Speech Recognition and Understanding (ASRU), Show & Tell Demonstration, December 13-17, 2009, Merano, Italy, 2009.

Tobias Grosser, Olaf Hellwich, Andreas Wendemuth
Analysis of Merge Criteria within a Watershed Based Segmentation Algorithm
In the Proceedings of the 2nd International Conference on Adaptive Science & Technologie, December 14-16, 2009, Accra, Ghana, 2009.

 

2008

Andre Stuhlsatz
Hybride Spracherkennung: Eine HMM/SVM-Systemintegration

Vdm Verlag Dr. Müller, ISBN: 363910062X, 2008.

Valeri A. Makarov, Yongli Song, Manuel G. Velarde, David Hübner, Holk Cruse
Elements for a general memory structure: properties of recurrent neural networks used to form situation models

Biological Cybernetics 2008, Volume 98, Number 5, May, 2008, Springer, ISSN 0340-1200, pp. 371-395, 2008.

Holk Cruse, David Hübner
Selforganzing memory: active learning of landmarks used for navigation

Biological Cybernetics 2008, Volume 99,  Number 3, September, 2008, ISSN 0340-1200, pp. 219-236, 2008.

Lukas Burget, Petr Schwarz, Pavel Matejka, Mirko Hannemann, Ariya Rastrow, Christopher White, Sanjeev Khudanpur, Hynek Hermansky, Jan Cernocky
Combination of Strongly and Weakly Constrained Recognizers for Reliable Detection of OOVs

33rd International Conference on Acoustics, Speech, and Signal Processing (
ICASSP 2008), March 30 - April 04, 2008, Las Vegas, Nevada, USA.

Rainer Knauf, Ronald Böck, Yoshitaka Sakurai, Setsuo Tsuruta
A Priori Evaluation and Refinement of Curricula by Data Mining over Storyboards

Proceedings of 21st International Florida Artificial Intelligence Research Society Conference 2008 (FLAIRS-2008), May 15-17, 2008, Miami, FL, USA, Menlo Park, CA: AAAI Press, ISBN 978-1-57735-365-2, pp. 335-340, 2008. BibTex

Andreas Wendemuth, Stefan Glüge, and Oussama Hamid
Neurobiologically inspired companion systems
In: A. Wendemuth and H.-G. Meier (eds.), Proceedings of Research Workshop on "Emotion-, Speech-, and Face Recognition with advanced classifiers".
pp. 54-62, Otto-von-Guericke-Universität Magdeburg Press, 2008.

Andreas Wendemuth, Jochen Braun, Bernd Michaelis, Frank Ohl, Dietmar Rösner, Henning Scheich, Ralf Warnemünde
Neurobiologically inspired, multimodal Intention Recognition for technical communication Systems (NIMITEK)

4th IEEE Tutorial and Research Workshop "Perception and Interactive Technologies for Speech-Based Systems" (PIT08), June 16-18, 2008, Kloster Irsee, Germany (4 pages).

Bogdan Vlasenko, Björn Schuller, Andreas Wendemuth, Gerhard Rigoll
On the Influence of Phonetic Content Variation for Acoustic Emotion Recognition

4th IEEE Tutorial and Research Workshop "Perception and Interactive Technologies for Speech-Based Systems" (PIT08), June 16-18, 2008, Kloster Irsee, Germany (4 pages).

Björn Schuller, Bogdan Vlasenko, Dejan Arsic, Gerhard Rigoll, and Andreas Wendemuth
Combining Speech Recognition and Acoustic Word Emotion models for robust text-independent emotion recognition

ICME 2008
: IEEE International Conference on Multimedia & Expo., June 23-26, 2008, Hannover, Germany (4 pages).

Ronald Böck, Rainer Knauf, Yoshitaka Sakurai, Setsuo Tsuruta
Methods for Path Evaluation in Dynamic Storyboards

Proceedings of the 8th IEEE International Conference on Advanced Learning Technologies 2008 (ICALT 2008), July 1-5, 2008, Santander, Spain, IEEE Computer Society Press, 2008. BibTex

Kinfe Tadesse Mengistu, Mirko Hannemann, Tobias Baum, Andreas Wendemuth
Using Prior Domain Knowledge to Build Robust HMM-Based Semantic Tagger Trained on Completely Unannotated Data

Workshop on Prior Knowledge for Text and Language Processing 2008 (PKTL Workshop), July 9, 2008, Helsinki, Finland.

Kinfe Tadesse Mengistu, Andreas Wendemuth
Accent and Channel Adaptation for Use in a Telephone-Based Spoken Dialog System
Proceedings of the 11th International Conference of Text, Speech, and Dialogue (TSD 2008), September 8-12, 2008, Brno, Czech Republic.

Kinfe Tadesse Mengistu, Andreas Wendemuth
Towards User Group Dependent Acoustic Models

19. Konferenz Elektronische Sprachsignalverarbeitung (ESSV 2008), September 8-10, 2008, Frankfurt/M., Germany.

Bogdan Vlasenko, Björn Schuller, Kinfe Tadesse Mengistu, Gerhard Rigoll, Andreas Wendemuth
Balancing Spoken Content Adaptation and Unit Length in the Recognition of Emotion and Interest

Proceedings of the INTERSPEECH 2008 incorporating SST 2008, September 23-26, 2008, Brisbane, Australia.

Rainer Knauf, Ronald Böck, Yoshitaka Sakurai, Shinishi Dohi, Setsuo Tsuruta
Knowledge Mining for Supporting Learning Processes
.
The 2008 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2008), October 12-15, 2008, Singapore, IEEE Catalog number CFP08SMC-USB, ISBN 978-1-4244-2384-2, Library of Congress: 2008903109, IEEE, Piscataway, NJ, USA, pp. 2615-2621, 2008. BibTex

Andre Stuhlsatz, Hans-Günter Meier, Andreas Wendemuth
Making the Lipschitz Classifier Practical via Semi-Infinite Programming

Got the Best Paper Award!
Proceedings of the 7th International Conference on Machine Learning and Application (ICMLA'08), December 11-13, 2008, San Diego, USA.

Kinfe Tadesse Mengistu, Mirko Hannemann, Tobias Baum, and Andreas Wendemuth
Hierarchical HMM-based Semantic Concept Labeling Model

IEEE Workshop on Spoken Language Technology (SLT 2008), December 15-18, Goa, India.

Oussama Hamid, Andreas Wendemuth, Jochen Braun
Why are unrelated associations learned more rapidly in a consistent temporal order?

Perception 37 ECVP Abstract Supplement, page 76

Oussama Hamid, Andreas Wendemuth, Jochen Braun
Changing values in an uncertain world: the role of temporal context
Berlin Brain Days, 2008.

 

2007

Edin Andelic, Martin Schafföner, Sven E. Krüger, Marcel Katz, Andreas Wendemuth
Updates for Nonlinear Discriminants
IJCAI 2007
. International Joint Conference on Artificial Intelligence, January 09-13, 2007, Hyderabad, India (pp. 660-665).

Andreas Wendemuth
Dynamics of Temporal Difference Learning
Oral presentation at: IJCAI 2007. International Joint Conference on Artificial Intelligence, January 09-13, 2007, Hyderabad, India (pp. 1107-1112).

Martin Schafföner, Edin Andelic, Marcel Katz, Sven E. Krüger, Andreas Wendemuth
Memory-Efficient Orthogonal Least Squares Kernel Density Estimation using Enhanced Empirical Cumulative Distribution Functions
AISTATS 2007
. 11. International Conference on Artificial Intelligence and Statistics, March 21-24, 2007, San Juan, Puerto Rico. (8 pages).

Bogdan Vlasenko and Andreas Wendemuth
Tuning Hidden Markov Model for Speech Emotion Recognition
DAGA 2007
. 33rd German Annual Conference on Acoustics, Stuttgart, Germany, March 19th - 22nd, 2007

Marcel Katz, Edin Andelic, Sven Krüger, Martin Schafföner, Andreas Wendemuth
Discriminative Kernel Classifiers in Speaker Recognition
DAGA 2007
. 33rd German Annual Conference on Acoustics, Stuttgart, Germany, March 19th - 22nd, 2007.

S. Krüger, M. Schafföner, M. Katz, E. Andelic and A. Wendemuth
Support Vector Machines as Acoustic Models in Speech Recognition
DAGA 2007
. 33rd German Annual Conference on Acoustics, Stuttgart, Germany, March 19th - 22nd, 2007.

Kinfe Tadesse Mengistu and Andreas Wendemuth
Telephone-Based Spoken Dialog System Using HTK-based Speech Recognizer and VoiceXML
DAGA 2007
. 33rd German Annual Conference on Acoustics, Stuttgart, Germany, March 19th - 22nd, 2007.

Andreas Wendemuth
Versteht der Computer, was er hört?
Fulbright Alumni Internal Newsletter: FAIN 01/ 2007, pp. 21-25. Fulbright Alumni e.V. (Hrsgb.), 60008 Frankfurt am Main.

Bogdan Vlasenko, Björn Schuller, Andreas Wendemuth, and Gerhard Rigoll
Combining Frame and Turn-Level Information for Robust Recognition of Emotions within Speech
Interspeech 2007
. The 8. INTERSPEECH (also 10. EUROSPEECH), European Conference on Speech Communication and Technology, August 27-31, 2007, Antwerp, Belgium.

Hamad Ketabdar, Mirko Hannemann, Hynek Hermansky
Detection of Out-of-Vocabulary Words in Posterior Based ASR
Interspeech 2007
. The 8. INTERSPEECH (also 10. EUROSPEECH), European Conference on Speech Communication and Technology, August 27-31, 2007, Antwerp, Belgium.

Marcel Katz, Martin Schafföner, Sven E. Krüger, Andreas Wendemuth
Score Calibrating for Speaker Recognition based on Support Vector Machines and Gaussian Mixture Models
IASTED SIP 2007
. The 9th IASTED International Conference on Signal and Image Processing (SIP) 2007, Honolulu, Hawaii, USA, August 20-22, 2007.

Bogdan Vlasenko, Björn Schuller, Andreas Wendemuth, and Gerhard Rigoll
Frame vs. Turn-Level: Emotion Recognition from Speech Considering Static and Dynamic Processing
ACII 2007
. 2nd International Conference on Affective Computing and Intelligent Interaction, Lisbon, Portugal, Sept. 12-14, 2007.

Andre Stuhlsatz, Hans-Günter Meier, and Andreas Wendemuth
Maximum Margin Classification on Convex Euclidean Metric Spaces
CORES 2007
. Fifth International Conference on Computer Recognition Systems, Wroclaw, Poland, Oct. 22-25, 2007.

Andre Stuhlsatz:
HSVM - A SVM Toolkit for Segmented Speech Data
ESSV 2007
. 18. Konferenz Elektronische Sprachsignalverarbeitung ESSV 2007, Cottbus, Germany, 10.-12. September 2007.

Kinfe Tadesse Mengistu, Martin Schafföner, Andreas Wendemuth:
Gender Recognition and Gender-Based Acoustic Model Adaptation for Telephone-Based Spoken Dialog System
ESSV 2007
. 18. Konferenz Elektronische Sprachsignalverarbeitung ESSV 2007, Cottbus, Germany, 10.-12. September 2007.

Kinfe Tadesse Mengistu, Marcel Katz, Andreas Wendemuth:
Acoustic Modeling for a Speaker-Independent Telephone-Based Spoken Dialog System

SPECOM'2007
. The 12. International Conference "Speech and computer", Moscow, Russia, 15.-18. Oktober 2007.

Björn Schuller, Bogdan Vlasenko, Ricardo Minguez, Gerhard Rigoll, Andreas Wendemuth:
Comparing One and Two-Stage Acoustic Modeling in the Recognition of Emotion in Speech

2007 IEEE Automatic Speech Recognition and Understanding Workshop
, Kyoto, Japan, 9.-13. Dezember 2007.

Rainer Knauf, Ronald Böck, Yoshitaka Sakurai, Shinishi Dohi, Setsuo Tsuruta'
Using Storyboarding and Data Mining to Estimate Success Chances of Curricula.

Proceedings of the IADIS International Conference on Cognition and Exploratory Learning in Digital Age (CELDA 2007)
Cavoeiro, Portugal, IADIS Press, ISBN 978-972-8924-48-5, pp. 235 - 242, 2007. BibTex

 

2006

Martin Schafföner, Sven E. Krüger, Edin Andelic, Marcel Katz, Andreas Wendemuth
Limited Training Data Robust Speech Recognition Using Kernel-Based Acoustic Models
ICASSP 2006
. 31st International Conference on Acoustics, Speech, and Signal Processing, May 15-19, 2006 - Toulouse, France (4 pages).

Andreas Wendemuth:
Computer hört aufs Wort

Magdeburger Wissenschaftsjournal 12/2006

Andreas Wendemuth and Thomas Starruss:
Methods for Assessing Speech Intelligibility and Quality in Cars

Invited talk, DAGA 2006. 32. Deutsche Jahrestagung für Akustik, DEGA, Invited Session "Sprachakustik im KFZ", Braunschweig, Germany, 20.-23.03.2005. in: Sabine Langer, Werner Scholl (eds.): Programm DAGA '06, Braunschweig 2006, p. 106-107.

Edin Andelic, Martin Schafföner, Marcel Katz, Sven E. Krüger, Andreas Wendemuth:
Kernel Least Squares Models Using Updates of the Pseudoinverse
'
Published in Neural Computation 18(12):2928-2935.

A. Stuhlsatz, H.-G. Meier, M. Katz, S. E. Krüger and A. Wendemuth:
Support Vector Machines for Postprocessing of Speech Recognition Hypotheses
Temu 2006
. Proceedings of International Conference on Telecommunications and Multimedia, July 05-07, 2006, Heraklion, Crete, Greece (11 pages).

Marcel Katz, Martin Schafföner, Edin Andelic, Sven E. Krüger, Andreas Wendemuth:
Sparse Kernel Logistic Regression using Incremental Feature Selection for Text-Independent Speaker Identification
IEEE Odyssey 2006:
The Speaker and Language Recognition Workshop, 28-30 June 2006, San Juan, Puerto Rico (6 pages).

Sven E. Krüger, Martin Schafföner, Marcel Katz, Edin Andelic, Andreas Wendemuth:
Mixture of Support Vector Machines for HMM based Speech Recognition
ICPR 2006:
18th International Conference on Pattern Recognition, 20.-24.08.2006, Hong Kong. (4 pages)

Edin Andelic, Martin Schafföner, Marcel Katz, Sven E. Krüger, Andreas Wendemuth:
A Hybrid HMM-Based Speech Recognizer Using Kernel-Based Discriminants as Acoustic Models
ICPR 2006:
18th International Conference on Pattern Recognition, 20.-24.08.2006, Hong Kong. (4 pages)

Marcel Katz, Sven E. Krüger, Martin Schafföner, Edin Andelic, Andreas Wendemuth:
Speaker Identification and Verification using Support Vector Machines and Sparse Kernel Logistic Regression
IWICPAS 2006:
The International Workshop on Intelligent Computing in Pattern Analysis/Synthesis, 26.-27.08.2006, Xi'an, China. To appear: Springer (Lecture Notes in Computer Science). (9 pages)

 

2005

Sven E. Krüger, Martin Schafföner, Marcel Katz, Edin Andelic, Andreas Wendemuth:
Using Support Vector Machines in a HMM based Speech Recognition System
Specom 2005
. Proceedings of 10th International Conference on Speech and Computer, October 17-19, 2005, University of Patras, Patras, Greece, vol.1, pp. 329-331. Proceedings editor: George Kokkinakis. University of Patras Press 2005, ISBN 5-7452-0110-x.

Edin Andelic, Martin Schafföner, Sven E. Krüger, Marcel Katz, Andreas Wendemuth:
Acoustic Modelling Using Kernel-Based Discriminants
Specom 2005
. Proceedings of 10th International Conference on Speech and Computer, October 17-19, 2005, University of Patras, Patras, Greece, vol.1, pp. 139-142. Proceedings editor: George Kokkinakis. University of Patras Press 2005, ISBN 5-7452-0110-x.

Martin Schafföner, Edin Andelic, Marcel Katz, Sven E. Krüger, Andreas Wendemuth:
Kernel Fisher Discriminants as Acoustic Models in HMM-based Speech Recognition
Specom 2005
. Proceedings of 10th International Conference on Speech and Computer, October 17-19, 2005, University of Patras, Patras, Greece, vol.1, pp. 349-352. Proceedings editor: George Kokkinakis. University of Patras Press 2005, ISBN 5-7452-0110-x.

Marcel Katz, Martin Schafföner, Edin Andelic, Sven Krüger, Andreas Wendemuth:
Sparse Kernel Logistic Regression for Phoneme Classification
Specom 2005
. Proceedings of 10th International Conference on Speech and Computer, October 17-19, 2005, University of Patras, Patras, Greece, vol.2, pp. 523-526. Proceedings editor: George Kokkinakis. University of Patras Press 2005, ISBN 5-7452-0110-x.

Sven E. Krüger, Martin Schafföner, Marcel Katz, Edin Andelic, Andreas Wendemuth:
Speech Recognition with Support Vector Machines in a Hybrid System
Eurospeech/Interspeech 2005
. 9th European Conference on Speech Communication and Technology, Lisboa, Portugal, Sept. 04-08, 2005, pp. 993-996. Proceedings Editor & General Chair: Isabel Trancoso. Published by Causal Productions Pty Ltd. ISSN: 1018-4074 CDROM.

Andreas Wendemuth:
Beyond Density Functions: Direct Robust and Discriminative Acoustic Classification with Kernel Functions

Invited talk, DAGA 2005. 31. Deutsche Jahrestagung für Akustik, DEGA, Invited Session "Automatische Spracherkennung in gestörter Umgebung", München, Germany, 14.-17.03.2005. in: Markus Fruhmann, Hugo Fastl (eds.): Programm DAGA '05, Isensee Verlag, Oldenburg 2005, p. 134-135.

Manfred Deutscher, Marcel Katz, Sven Krüger:
Sensing and Rating different Environmental States: A basic Approach exemplified on Moving in Unknown Terrain

Armin B. Cremers, Rainer Manthey, Peter Martini, Volker Steinhage (Eds.): INFORMATIK 2005 - Informatik LIVE! Beiträge der 35. Jahrestagung der Gesellschaft für Informatik e.V. (GI), Bonn, 19. bis 22. September 2005; vol.2, pp. 302-306. ISBN 3-88579-397-0

 

2004

Manfred Deutscher, Marcel Katz, Sven Krüger:
Learning about the environment by analyzing acoustic information - How to achieve predictability in unknown environments? (Part II)

Proceedings of CLAWAR 2004. In: Ministerio de Educacion y Ciencia (Veranst.): 7th International Conference on Climbing and Walking Robots, Sept. 22-24, 2004, Madrid, Spain [9 pages]

Marcel Katz, Sven Krüger, Martin Schafföner, Edin Andelic, Andreas Wendemuth:
Kernel Methods for Discriminant Analysis in Speech Recognition

Speech Informatics Group of SPIIRAS (ed.): 9th International Conference "Speech and Computer" SPECOM 2004 St. Petersburg, Russia, pp. 95-98. Publisher: Anatolya.

Edin Andelic, Martin Schafföner, Sven E. Krüger, Marcel Katz, Andreas Wendemuth:
Iterative Implementation of the Kernel Fisher Discriminant for Speech Recognition

Speech Informatics Group of SPIIRAS (ed.): 9th International Conference "Speech and Computer" SPECOM 2004 St. Petersburg, Russia, pp. 99-103. Publisher: Anatolya.

Sven E. Krüger, Sebastian Barth, Marcel Katz, Martin Schafföner, Edin Andelic, Andreas Wendemuth:
Free energy classification at various temperatures for speech recognition

Speech Informatics Group of SPIIRAS (ed.): 9th International Conference "Speech and Computer" SPECOM 2004 St. Petersburg, Russia, pp. 104-107. Publisher: Anatolya.

J.G.A. Dolfing und A.Wendemuth
"Spracherkennungsverfahren mit Konfidenzmassbewertung"

European Patent: EP 0987 683 A3, filed 09/1999, dated 01/2004.

 

2003

Andreas Wendemuth
Summer School "Robust Methods in Automatic Speech Recognition"

University of Magdeburg, Faculty of Electrical Engineering and Information Technology, preprint 01/2003.

Jannes Dolfing and Andreas Wendemuth:
"Speech recognition method using confidence measure evaluation"
Acoustical Society of America Journal, 2003, Volume 113, Issue 2, pp. 692-692.

Martin Schafföner, Marcel Katz, Sven E. Krüger, Andreas Wendemuth:
"Improved Robustness of Automatic Speech Recognition using a New Class Definition in Linear Discriminant Analysis"
EUROSPEECH 2003
Geneva, Switzerland, 01.-04. Sept. 2003, Session "Speech Signal Processing III", pages 2841-2844. ISSN 1018-4074.

A. Stuhlsatz, H.-G. Meier, M. Katz, S.E. Krüger, and A. Wendemuth:
"Classification of speech recognition hypotheses with Support Vector Machines"

In: A. Wendemuth (editor): Proceedings of the Speech Processing Workshop in connection with DAGM ( Speech-DAGM ), Magdeburg, 2003, pp. 65-72. Published by University of Magdeburg. ISBN 3-929757-59-1.

A. Wendemuth:
"Neural Networks Revisited: A Statistical View on Optimisation and Generalisation"

In: Winfried Meining, Nora Brambilla, Immaculada Penas, Gaetano Petralia (eds): The Annals of the Marie Curie Fellowships, Volume 2 (link: official online version, since 2002), pp. 82-89, published by: European Commission, Research Directorate-General, Luxembourg: Office for Official Publications of the European Communities, EUR 19968/2, 2003. ISBN: 92-894-3970-X.

A. Wendemuth:
"It's a Jungle Out There. Part 1: Assessing Yourself and the Academic Job Market"

Science's Next Wave 09 May 2003 issue
, published by SCIENCE magazine
and the American Association for the Advancement of Science (online only).

A. Wendemuth:
"It's a Jungle Out There. Part 2: Edutrainment--Developing More Than One Leg to Stand on"
Science's Next Wave 23 May 2003 issue
, published by SCIENCE magazine
and the American Association for the Advancement of Science (online only).

A. Wendemuth:
"It's a Jungle Out There. Part 3: International Mobility and How to Make It Work for You"
Science's Next Wave 06 June 2003 issue
, published by SCIENCE magazine
and the American Association for the Advancement of Science (online only).

 

2002

Marcel Katz , Hans-Günter Meier , Hans Dolfing and Dietrich Klakow:
"Robustness of Linear Discriminant Analysis in Automatic Speech Recognition"
ICPR 2002
(International Conference on Pattern Recognition), Québec Canada, vol. 3, pp. 371-374

Beyerlein, P; Aubert, X; Haeb-Umbach, R; Harris, M; Klakow, D; Wendemuth, A; Molau, S; Ney, H; Pitz, Michael; Sixtus, A:
"Large vocabulary continuous speech recognition of Broadcast News - The Philips/RWTH approach"
Speech Communication
, Vol: 37, Issue: 1-2, May, 2002 pp. 109-131 .

C. Vidinova, A. Wendemuth:
"Attracting new jobs to the European Labour Market and making careers in Science and Technology more Euro-compatible"

Presented in: EUROSCIENCE CONFERENCE "New Science and Technology based Professions in Europe" Bischenberg (near Strasbourg), November 6-9, 2002 (online only).

J.G.A. Dolfing und A.Wendemuth
" Speech recognition method using confidence measure evaluation"

US Patent: US 6 421 640 B1, filed 09/1999, dated 07/2002.

 

 

2001

A. Wendemuth
"Modeling Uncertainty of Data Observation"
ICASSP 2001
(Int. Conf. on Acoustics, Speech and Signal Processing), Salt Lake City, Utah, USA , vol. 1, session Speech P12.1, pp. 296-299.

 

 

2000

J.G.A. Dolfing und A.Wendemut
" Speech recognition with confidence measure"

Japanisches Patent 2000-99080. Offengelegt 03/2000.

 

 

1999

B. Souvignier and A. Wendemuth
"Combinations of Confidence Measures for Phrases"

In: International Workshop on Automatic Speech Recognition And Understanding (ASRU 99), Keystone, Colorado, 1999, vol. 1, pp. 217-222.

A. Wendemuth and M. Gerke
Optimal Training Parameters in Multilayer Feedforward Networks, in:
Proc. of the International Joint Conference on Neural Networks, Washington DC, 1999. (no page numbers).

P. Beyerlein, X. Aubert, R. Häb-Umbach, M. Harris, D. Klakow, A. Wendemuth
Automatic Transcription of English Broadcast News
Proceedings of EUROSPEECH, Budapest, 1999, Hungary, vol. 2, pp. 647-650

A.Wendemuth, G. Rose and J.G.A. Dolfing
"Advances in Confidence Measures for Large Vocabulary"
, in:
International Conference On Acoustics, Speech, and Signal Processing (ICASSP 99), Phoenix, USA 1999, vol. 2, pp. 705-708.

P. Beyerlein, X. Aubert, R. Häb-Umbach, M. Harris, D. Klakow, A. Wendemuth
"The Philips/RWTH System for Transcription of Broadcast News"

Proceed. of the 1999 DARPA Broadcast News Transcription and Understanding Workshop, Herndon, Virginia, USA, pp. 151-155.

G. Rose and A. Wendemuth
"Verfahren und Anordnung zum Ermitteln von Abstandswerten zwischen Vektoren"

European Patent EP 0902351 A2 / A3, filed 09/98, dated 03/99 (A2) and 02/2000 (A3).

 

 

1998

J.G.A. Dolfing and A.Wendemuth
"Combination of Confidence Measures in Isolated Word Recognition"

The 5th International Conference on Spoken Language Processing (ICSLP 98), Sydney, Australia, vol. 7, pp. 3237-3240.

J.G.A. Dolfing und A.Wendemuth
"Spracherkennungsverfahren mit Konfidenzmassbewertung"

Deutsches Patent DE 198 42 405 A1. Angemeldet 16.09.1998. Offengelegt 03.09.2000.

R. Häb-Umbach, X. Aubert, P. Beyerlein, D. Klakow, M. Ullrich, A. Wendemuth, P. Wilcox
"Acoustic Modeling in the Philips Hub-4 Continuous-Speech Recognition System"

Proceed. of the 1998 DARPA Broadcast News Transcription and Understanding Workshop, Lansdowne, Virginia, USA (no page numbers).

D. Klakow, X. Aubert, P. Beyerlein, R. Häb-Umbach, M. Ullrich, A. Wendemuth, P. Wilcox
"Language-Model Investigations Related to Broadcast News"

P. Beyerlein, X. Aubert, R. Häb-Umbach, D. Klakow, M. Ullrich, A. Wendemuth, P. Wilcox
"Automatic Transcription of English Broadcast News"

Proceed. of the 1998 DARPA Broadcast News Transcription and Understanding Workshop, Lansdowne, Virginia, USA (no page numbers).

 

 

1997

G. Rose and A. Wendemuth
"Verfahren und Anordnung zum Ermitteln von Abstandswerten"
(Holographische Abstandsbestimmung in hochdimensionalen Vektorräumen)

Deutsches Patent 197 39 909.6, angemeldet 09/97, offengelgt 03/99.

A. Wendemuth
Inquiries in four languages,

Invited Talk, Rail Technology Conference, London, 7/97
Published by IBC UK Conferences Ltd, London (no page numbers).

 

1996

A. Wendemuth,
Computer hört aufs Wort,
Frankfurter Allgemeine Zeitung 245 (21.10.1996), B 6.
Original article from newspaper (jpg)
, printable article (pdf)

A. Wendemuth,
The EC-4th Framework Project ``ARISE'':
``Automatic Railway Information Systems for Europe''

Invited Talk, Rail Technology Conference, London 6/96. Published by: Russell Publishing Ltd., London, UK (no page numbers).

 

1995

A. Wendemuth and F. Seide,
Ticketing & Information Systems,
In: European Railway Review, vol. 1, 4, 11/95, pp. 41-45.

A. Wendemuth and F. Seide,
The MLAP Project MAIS: Multilingual Automatic Inquiry Systems,
in: 2nd Language Engineering Convention, London, 16.-18.10.95, Convention Digest, published by EC Dir. Gen. XIII - E/ Telematics Applications - Language Engineering, Luxembourg (no page numbers).

A. Wendemuth,
"Learning the Unlearnable"
,
Journal of Physics A 28 (1995), pp. 5423-5436.

A. Wendemuth,
"Performance of robust training algorithms for neural networks"
,
Journal of Physics A 28 (1995), pp. 5485-5493.

A. Wendemuth
Learning the Unlearnable - Algorithms and Stability,
Proceedings of the 1995 conference ``Machines that learn'', Snowbird, Utah, USA (no page numbers).

A. Wendemuth,
"Stabilities in optimal cluster separation networks"
,
Neural Networks, vol. 8,3, pp. 387-390.

 

1994

A. Wendemuth,
Storage capacity bounds in multilayer neural networks,
in: Proceedings of the European Congress on Fuzzy and Intelligent Technologies, (EUFIT 94), Aachen, 20.-23.09.94 (no page numbers).

A. Wendemuth,
"Generalization ability of optimal cluster separation networks"

Journal of Physics A 27 (1994), pp. 2325-2333.

 

A. Wendemuth,
"Training of optimal cluster separation networks"
,
Journal of Physics A 27 (1994), pp. L387-L390.

A. Wendemuth
Optimisation in Neural Networks, Dissertation, Universität Oxford, UK.

A. Wendemuth,
Storage capacity bounds in multilayer neural networks,

International Journal of Neural Systems, Vol. 5, 3 (1994).

 

1993

A. Wendemuth and D. Sherrington,
"Fast learning of biased patterns in Neural Networks [Link=summary]"

International Journal of Neural Systems, vol. 4, 3, pp. 223-230.

A. Wendemuth, M. Opper and W. Kinzel,
"The effect of correlations in neural networks"

Journal of Physics A 26 (1993), pp. 3165-3185.

 

1991

A. Wendemuth, M. Opper und W. Kinzel,
Lernen magnetisierter Muster in Neuronalen Netzen , in:
Verhandlungen der Deutschen Physikalischen Gesellschaft, 55. Physikertagung der DPG Münster, Physik-Verlag, Weinheim 1991 (no page numbers).

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