Publications of the Tübinger NeuroTeam

Publications of the Tübingen NeuroTeam in chronological order:

2005
2004
2003
2002
2001
2000
1999
1998
1997
1996
1995
1994

Publications of 2005

T.Hermle, M. Bogdan, C. Schwarz, W. Rosenstiel
ANN-based System for Sorting Spike Waveforms Employing Refractory Periods
ICANN 2005.
T. M. Lal, M. Schröder, J. Weston, T. Hinterberger, M. Bogdan, N. Birbaumer, B. Schölkopf
A Brain Computer Interface with Online Feedback based on Magnetoencephalography
Cond. accepted for Int. Conf. on Machine Learning ICML 2005.
Bensch, M. and Schröder, M. and Bogdan, M. and Rosenstiel, W.
Feature Selection for High-Dimensional Industrial Data
ESANN 2005, Brugge, 27.-29. April 2005. [pdf] [pdf A4 poster]
Bensch, M., Schröder, M., Bogdan, M., Rosenstiel, W., Czerner, P., Montino, R., Soberger, G., Linke, P., Schmidt, R.
Presentation: Neural network algorithms for generalised online tool control in medium size semiconductor fabs
European Advanced Equipment Control/Advanced Process Control (AEC/APC) Konferenz, 6.-8. April 2005.
Download
T. Hermle, C. Schwarz, M. Bogdan
Employing ICA and SOM for Spike Sorting of Multielectrode Recordings from CNS
Journal of Physiology Paris, 2005 (accepted).
Schröder, M., Lal, T. N., Hinterberger, T., Bogdan, M., Hill, N. J., Birbaumer, N., Rosenstiel, W. and Schölkopf, B.:
Robust EEG Channel Selection Across Subjects for Brain Computer Interfaces
EURASIP Journal on Applied Signal Processing, Special Issue: Trends in Brain Computer Interfaces (accepted).

Publications of 2004

Lal, T. N., Hinterberger, T., Widman, G., Schröder, M., Hill, J., Rosenstiel, W., Elger, C. E., Schölkopf, B. and Birbaumer, N.:
Methods Towards Invasive Human Brain Computer Interfaces.
NIPS 2004. [pdf]
Lal, T. M., Schröder, M., Hinterberger, T., Weston, J., Bogdan, M., Birbaumer, N. and Schölkopf, B.
Support Vector Channel Selection in BCI.
IEEE Transactions Biomedical Engineering, Vol.51, Issue 6, pp.1003-1010, June 2004. Preprint: [ps]
Blankertz, B., Müller, K.-R., Curio, G., Vaughan, T. M., Schalk, G., Wolpaw, J. R., Schlögl, A., Neuper, C., Pfurtscheller, G., Hinterberger, T., Schröder, M. and Birbaumer, N.
The BCI competition 2003: Progress and perspectives in detection and discrimination of EEG single trials.
IEEE Transactions Biomedical Engineering, Vol.51, Issue 6, pp.1044-1051, June 2004.
D. Lettnin, A. Braun, M. Bogdan, J. Gerlach, W. Rosenstiel
Synthesis of SystemC Design: A Case Study of Digital Neural Networks
DATE 2004, Designer's Forum, Paris, pp. 248-253, 2004
Sapojnikova E.
Dissertation: ART-based Fuzzy Classifiers: ART Fuzzy Networks for Automatic Classification.
Cuvillier Verlag Göttingen, 2004

Publications of 2003

M. Bogdan, M. Schröder, W. Rosenstiel
Towards the Restoration of Hand Grasp Function of Quadriplegic Patients based on Artificial Neural Net Controller using Peripheral Nerve Stimulation - an Approach
ESANN 2003, Brugge, pp. 427-432, 2003
J. Mellinger, T. Hinterberger, M. Bensch, M. Schröder, N. Birbaumer
Surfing the Web with Electrical Brain Signals: The Brain Web Surfer (BWS) for the Completely Paralysed.
Proceedings of 2nd World Congress of the International Society of Physical and Rehabilitation Medicine ISPRM Prague, Czech Republic, 2003
Download: mellinger2003.pdf.gz (763 kB)
Lal, T. N., Schröder, M., Hinterberger, T., Weston, J., Bogdan, M., Birbaumer, N. and Schölkopf B.
Support Vector Channel Selection in BCI.
MPI Technical Report (120), Max Planck Institute for Biological Cybernetics, Tuebingen, Germany, December 2003.[pdf]
Hermle, T., Schwarz, C. and Bogdan, M.
A Multilevel Spike Sorting Algorithm for Multineuron Recordings in CNS employing ICA and SOM
Poster, Ladislav Tauc Conference 2003 in Neurobiology - Decoding and Interfacing the Brain: From Neuronal Assemblies to Cyborgs, Gif-sur-Yvette, France, December 4-5, 2003
Hermle, T., Schwarz, C. and Bogdan, M.
Removal of cross-talk in multielectrode recordings - a case study
Poster, European Summer School on ICA, Berlin, Germany, June 16-17, 2003
M. Bogdan, M. Schröder, W. Rosenstiel
Artificial Neural Net Based Signal Processing for Interaction with Peripheral Nervous System
First Int. IEEE EMBS Conference on Neural Engineering 2003, Capri, pp. 134-137, 2003
Schröder, M., Bogdan, M., Rosenstiel, W., Hinterberger, T., and Birbaumer, N.
Automated EEG Feature Selection for Brain Computer Interfaces.
In: Proceedings of the 1st International IEEE EMBS Conference on Neural Engineering. pp.626-629. March 20-22, 2003.
K. Ludwig, L. Rajendran, B. Speiser, J. Strutwolf, C. Autenrieht, M. Bogdan, T. Ewald, E. Sapozhnikova
EChem++ - An Object Oriented Approach to Computational Electrochemistry
203rd ECS Meeting 2003, Paris
M. Bensch
Erweiterung eines Open Source Browsers als Anwendung eines Brain-Computer Interface-Systems
Diplomarbeit, 2003
Download: da_bensch.pdf (1.3 MB)
Sapozhnikova E. P., Rosenstiel, W.
AFC: ART-based Fuzzy Classifier.
In Proceedings of KES-2003, Oxford, United Kingdom, September 2003, pp. 30-36.

Publications of 2002

F. Höhn, T. Hermle, H. A. Mayer, E. Lindner, W. Rosenstiel
Neural Networks Evaluating NMR Data: An Approach to Visualize Similarities and Relationships of Sol-Gel Derived Inorganic-Organic And Organometallic Hybrid Polymers
J. Chem. Inf. Comput. Sci. 2002, 42, 36-45
Schröder, M., Bogdan, M., Rosenstiel, W., Hinterberger, T., Strehl, U. and Birbaumer, N.:
Online Classification of EEG Signals Using Artificial Neural Networks For Biofeedback Training of Patients with Epilepsy.
In: Proceedings of the 9th International Workshop on Systems, Signals and Image Processing. Series: Recent Trends in Multimedia Information Processing, World Scientific, pp. 438-446, 7-8 November 2002.
Sapozhnikova E. P.
A new approach to category building in Fuzzy ART-based neural networks.
In Proceedings of the 4th Conference "Neuroinformatics", Moscow, Russia, January 2002, pp. 41-47. (in Russian)

Publications of 2001

T. Hermle, M. Bogdan, C. Schwarz
Spike sorting algorithm based on independent components analysis (INCA) and a self-organizing map (SOM) minimizing user interaction - application to multineuron recordings in rat's CNS
Proceedings, World Congress on Neuroinformatics, Wien, Austria, September 24-29, 2001
C. Fietzek, T. Hermle, W. Rosenstiel, V. Schurig
Chiral discrimination of limonene by use of ß-cyclodextrin-coated quartz-microbalances (QCMs) and data evaluation by artificial neural networks
Fresenius J Anal Chem 371, 2001, 1:58-63
M. Bogdan, M. Franke, W. Rosenstiel
Real Time Processing of Nerve Signals for Controlling an Artificial Hand
International Conference on Applied Informatics AI 2001, Innsbruck, pp. 137-142, 2001
M. Bogdan, W. Rosenstiel
Detection of Cluster in Self-Organizing Maps for Controlling a Prostheses using Nerve Signals
ESANN 2001, Bruges, pp. 131-136, 2001
M. Bogdan
Artificial Neural Net Based Controller Using Interfaces to the Peripheral Nervous System
IEEE Systems, Man and Cybernetics Conference 2001, Tucson, pp. 105-110, 2001
Sapozhnikova E. P., Ludwig L., Rosenstiel W.
A modification of the Fuzzy ARTMAP algorithm.
In Proceedings of World Multiconference on Systemics, Cybernetics and Informatics (SCI-2001), vol. 18, pp. 118-122, 2001.
Sapozhnikova E. P., Lunin V. P. and Rosenstiel W.
A modification of FAM.
In Proceedings of the 7th Conference "Neurocomputers and their application", Moscow, Russia, February 2001, pp. 587-590. (in Russian)
Sapozhnikova E. P., Lunin V. P. and Rosenstiel W.
A modified search procedure for the Fuzzy ARTMAP neural network.
In Proceedings of the 3d Conference "Neuroinformatics", part 1, Moscow, Russia, January 2001, pp. 86-92. (in Russian)

Publications of 2000

M. Bogdan
Nervengesteuerte Prothese
Deutsches Ärzteblatt/PraxisComputer 5/2000.
Ludwig, L., Sapozhnikova, E., Lunin, V. and Rosenstiel, W.
Error Classification and Yield Prediction of Chips in Semiconductor Industry Applications
Neural Computing & Applications, Vol.9, pp.202-210, Springer Verlag London, 2000.
Sapozhnikova, E., Lunin, V., Ludwig, L. and Rosenstiel, W.
Neural prediction of chip quality on the basis of monitoring data.
In Proceedings of the 6th Conference "Neurocomputers and their application", Moscow, Russia, February 2000, pp.153-156 (in Russian).
M. Bogdan, W. Rosenstiel
Self-Organized Real Time Controller for Limb Prostheses
IASTED International Conference on Control and Applications CA 2000, Cancun, ISBN 0-88986-288-5, 2000.
M. Schröder, M.Bogdan, W. Rosenstiel
Restoration of Hand Function using Artificial Neural Net Controller
IASTED International Conference on Control and Applications CA 2000, Cancun, ISBN 0-88986-288-5, 2000.
E. Sapozhnikova, T. Hermle, L. Ludwig, V. Lunin, W. Rosenstiel
ART Neural Networks in the Analysis of Monitoring Data
Proceedings, Eighteenth IASTED International Conference on Applied Informatics, AI 2000, Innsbruck, Austria, February 14-17, 2000.
U. Heuser, W. Rosenstiel
Automatic Construction of Local Internet Directories using Hierarchical Radius-based Competitive Learning
Proc. of the 4th World Multiconference on Systemics, Cybernetics and Informatics (SCI 2000) July 23-26, 2000, Orlando/Florida, Volume IV (Comunications Systems and Networks), pp.436-441, ISBN 980-07-6690-1, invited paper
Download: sci2000.ps.gz (308k) [abstract]
U. Heuser, W. Rosenstiel
Automatic Generation of Local Internet Catalogues using Hierarchical Radius-based Competitive Learning
W.Horn (ed.): ECAI 2000. Proc. of the 14th European Conference on Artificial Intelligence (ECAI-2000), IOS Press, Amsterdam, 2000, pp.306-310
Download: ecai2000.ps.gz (150k) [abstract]
U. Heuser
Automatische Internet-Katalogisierung mit Hilfe des Hierarchischen Radius-basierten Competitive Learnings
Dissertation an der Universität Tübingen.
Zugleich Logos-Verlag, Berlin. ISBN 3-89722-561-1.
Ludwig, Rosenstiel
Neuronale Netze für industrielle Anwendungen
Handouts CeBIT 2000, 2000.
Sapozhnikova, Ludwig, Rosenstiel
Die Anwendung des dARTMAP-Netzes zur Analyse von elektrischen Parametern in der Chip-Fertigung
In VDI-Bericht 1526, 2000.
M. Schröder
Diplomarbeit am Lehrstuhl TI des WSI an der Uni Tübingen: Evaluation verschiedener künstlicher neuronaler Netze zur funktionalen elektrischen Stimulation gelähmter Hände bei C5 / C6 -Läsionen
Diplomarbeit am Lehrstuhl TI des WSI an der Uni Tübingen. 2000.
Download: darbeit.pdf.gz (2045 KB)
Sapozhnikova E., Ludwig L., Lunin V. and Rosenstiel W.
Neural prediction of chip quality on the basis of monitoring data.
In Proceedings of the 6th Conference "Neurocomputers and their application", Moscow, Russia, February 2000, pp. 153-156. (in Russian)

Publications of 1999

M.Bogdan, W. Rosenstiel
Application of Artificial Neural Networks for Different Engineering Problems
Lecture Notes in Computer Science 1725, 26th Annual Conference on Current Trends in Theory and Practice of Informatics SOFSEM'99, Milovy, 1999
F. Brasini, R. Rovatti, T. Hermle, M.Rudan
Cluster Translation for Concentration Estimation
Proceedings, 6th Int. Symposium on Olfaction & Electronic Nose 99, Tübingen, September 20 - 22, 1999.
C. Fietzek, T. Hermle, S. Reich, J.Pfeiffer, M.Roeder, H.Czesla, U. Weimar, W. Rosenstiel, V. Schurig, W. Göpel
Recognition of chiral flavoring agents using b-cyclodextrin-coated quartz-crystal-microbalances (QCMs)
Proceedings, 6th Int. Symposium on Olfaction & Electronic Nose 99, Tübingen, September 20 - 22, 1999.
T. Hermle, U. Weimar, W. Rosenstiel, W. Göpel
Performance of selected Evaluation Methods for a Hybrid Sensor System
Proceedings, 6th Int. Symposium on Olfaction & Electronic Nose 99, Tübingen, September 20 - 22, 1999.
M. Bessonov, U. Heuser, I. Nekrestyanov, A. Patel
Open Architecture for Distributed Search Systems
Proc. of the Sixth International Conference on Intelligence in Services and Networks (IS&'99), April 27-29, 1999, Barcelona, Spain
In: H. Zuidweg, M. Campolargo, J. Delgado, A. Mullery (Eds.) Intelligence in Services and Networks, Lecture Notes in Computer Science 1597, pp. 55-69, Springer-Verlag, 1999.
isn99.ps.gz (170k) [abstract]
U. Heuser, W. Rosenstiel
Das Hierarchische Radius-basierte Competitive Learning (HRCL) im Vergleich mit statistischen und neuronalen Clusteranalyseverfahren
Research Report WSI 99-08, Wilhelm-Schickard-Institut für Informatik, Universität Tübingen, D-72076 Tübingen, Germany, ISSN 0946-3852, 52 pp., 12. Mai 1999
rr99.ps.gz (574k)
U. Heuser, A. Babanine, D. Petoukhov, W. Rosenstiel
Neural Networks Subsystem
A. Patel, L. Petrosjan, W. Rosenstiel (Eds.): OASIS: Distributed Search System in the Internet, St. Petersburg State University Published Press, St. Petersburg, 1999, ISBN 5-7997-0138-0, pp.614.
Sapozhnikova, Lunin, Ludwig, Rosenstiel
Using the Neural Networks on the Basis of Adaptive Resonance Theory to Quality Testing in Semiconductor Industry
Proceedings of EANN '99, Warsaw, Poland, pp.236-240.
Sapozhnikova, Lunin, Ludwig, Rosenstiel
The Use of dARTMAP and FUZZY ARTMAP to solve the Quality testing Task in Semiconductor Industry
Proceedings of KES '99, Adelaide, Australia, pp. 361-364.
Sapozhnikova, Lunin, Ludwig, Rosenstiel
Anwendung Neuronaler Netze (ART) zur Qualitätsprüfung von Wafern
Proceedings der Tagung: Neuro-Computer und seine Anwendung '99, Moskau, Russland, Seiten 153-156.

Publications of 1998

M. Bogdan, W. Rosenstiel
Real Time Processing of Nerve Signals for Controlling a Limb Prostheses
In Information Processing in Cells and Tissues, Edited by Mike Holcombe and Ray Paton, ISBN 0-306-45839-X, pp. 17-25, 1998
Heuser, Babanine, Rosenstiel:
HTML Documents Classification using (Non-linear) Principal Component Analysis and Self-Organizing Maps.
Proc. of the Fourth International Conference on Neural Networks and their Applications (Neurap'98), March 11-13, 1998, Marseilles, France, pp.291-295. Download: neurap98.ps.gz (87k).
M. Bogdan
Signalverarbeitung biologischer Nervensignale zur Steuerung einer Prothese mit Hilfe künstlicher neuronaler Netze
Dissertation, Cuvillier Verlag Göttingen, ISBN 3-89712-336-3, 1998.
T. Hermle
Bewertung und Optimierung rechnerbasierter Auswertmethoden für chemische Gassensoren
Diplomarbeit, Tübingen 1998.
T. Hermle, U. Weimar, W. Rosenstiel and W. Göpel
Feature Extraction for a Hybrid Gas Sensing System, Proceedings, 5th Int. Symposium on Olfaction & Electronic Nose 98, Baltimore, September 27 - 30, 1998.
M. Schweizer-Berberich, M. Frank, T. Hermle, H. Ulmer, J. Mitrovics, U. Weimar and W. Göpel
Quality Tests of Electronic Noses: The Influence of Sample Dilution and Sensor Drifts on the Pattern Recognition for Selected Case Studies
Proceedings, 7th IMCS, Beijing (China) ISBN 7-80003-423-2 (1998) 139-141
U. Heuser, A. Babanine, W. Rosenstiel
HTML Documents Classification using (Non-linear) Principal Component Analysis and Self-Organizing Maps
Proc. of the Fourth International Conference on Neural Networks and their Applications (Neurap'98), March 11-13, 1998, Marseilles, France, pp.291-295
Download: neurap98.ps.gz (87KB). [abstract]
U. Heuser, W. Rosenstiel
Internetsuche und Neuronale Netze - Stand der Technik
Research Report WSI 98-10, Wilhelm-Schickard-Institut für Informatik, Universität Tübingen, D-72076 Tübingen, Germany, ISSN 0946-3852, 64 pp., 23. September 1998.
Download: rr98.ps.gz (317k)
Ludwig, Rosenstiel
Neuronale Netze in Industrie und Forschung
Handouts CeBIT '98, 1998.
Ludwig, Pelz, Kessler, Sinderhauf, Koppenhoefer, Rosenstiel
Prediction of functional yield of chips in semiconductor industry applications
Proceedings of EANN '98, Gibraltar, UK, pp. 157-161
Turku, Finland 1998. Download: gibraltar98_1.ps (367k)
Tacke, Cechin, Ludwig, Mack, Rosenstiel
Classification of Alpha-helix and Beta-sheet structures in proteines
Proceedings of EANN '98, Gibraltar, UK, pp. 185-189
Turku, Finland 1998.

Publications of 1997

Alexei Babanine, Adelmo Cechin, Hermann Resch and Wolfgang Rosenstiel
Artificial Neural Networks for the Restoration of Colours in Scanned Images
In proc. to IMACS'97, Berlin, 1997, Vol.4, pp.331-336.
Bogdan M., Babanine A., Kaniecki J., Rosenstiel W.
Nerve Signal Processing Using Artificial Neural Nets
Computation in Cellular and Molecular Biological Systems, Ed. Roy Cuthbertson and others. World Scientific, ISBN 981-02-2878-3, pp.121-136.
M. Bogdan, A.L. Cechin, S. Breit, W. Rosenstiel
Cultured Nerve Cell Networks as Biosensors using Artificial Neural Nets
Seizième Colloque sur le Traitement du Signal et des Images GRETSI'97, Grenoble, 1997.
M. Bogdan, A. Harsch, G.W. Gross, W. Göpel, W. Rosenstiel
Processing of Nerve Cell Signal Recordings from Cultured Neural Networks using Artificial Neural Nets
Conf. IASTED Intelligence and Soft Computing, Banff, 1997.
M. Bogdan, W. Rosenstiel
Real Time Processing of Nerve Signals for Controlling a Limb Prostheses
Conf. Information Processing in Cells and Tissues, Sheffield, 1997.
U. Heuser, J. Göppert, W. Rosenstiel, A. Stevens
Classification of Human Brain Waves using Self-Organizing Maps
In: Intelligent Data Analysis in Medicine and Pharmacology, edited by N. Lavrac, E. Keravnou, B. Zupan, The Kluwer International Series in Engineering and Computer Science, Volume 414, September 1997, Kluwer Academic Publishers, Boston, ISBN 0-7923-8000-2, pp.279-294
Download: kluwer97.ps.gz (313KB). [abstract]
Ludwig, Epperlein, Kuge, Federl, Koppenhöfer, Rosenstiel
Classifikation of 'Fingerprints' of Process Control Monitoring-Data with Self-organizing Maps
Proceedings of EANN '97, Stockholm, Sweden, pp. 107-111
Download: schweden97.ps (228k)

Publications of 1996

Babanine A., Rosenstiel W.
Vosstanovlenie cvetov v skanirovannych izobrazhenijach s pomosju neironnych setei: osobennosti realizaticii (Restoration of Colours in Scanned Images using Artificial Neural Networks, In Russian)
XXVII Conference on the Control of Dynamic Systems, April 20-25, 1996, St.Petersburg, Russia.
M. Bogdan, H. Speckmann, W. Rosenstiel
Chips and Computers for Artificial Neural Nets
In Sensors Update, VCH, ISBN 3-527-29432-5, 1996.
M. Bogdan, A. Babanine, J. Kaniecki, W. Rosenstiel
Nerve Signal Processing using Artificial Neural Nets
In Computation in Cellular and Molecular Biological Systems, World Scientific, ISBN 981-02-2878-3, 1996.
M. Bogdan, W. Rosenstiel
Intelligent Neural Interface - Signalprocessing of Nerve Signals using Artificial Neural Nets
BioNet`96, Berlin, GFaI Berlin, ISBN 3-00-001107-2, 1996
M. Bogdan, W. Rosenstiel
Classification of Nerve Signals using Kohonen`s Self-Organizing Map
1st International Conference on Bioelectromagnetism, Tampere, 1996.
U. Heuser, J. Göppert, W. Rosenstiel, A. Stevens
Classification of Human Brain Waves using Self-Organizing Maps
IDAMAP-96 Workshop notes at the 12th European Conference on Artificial Intelligence (ECAI'96), August 12-16, 1996, Budapest, Hungary, pp. 37-42
Download: ecai96.ps.gz (93KB). [abstract].

Publications of 1995

Bogdan M., Babanine A., Kaniecki J., Rosenstiel W.
Nerve Signal Processing Using Artificial Neural Net
International Workshop on Information Processing in Cells and Tissues IPCAT 95, Liverpool, UK, 1995, pp.55-68
Ludwig, Kessler, Göppert, Rosenstiel
SOM with Topological Interpolation for the Prediction of Interference Spectra
Proceedings of EANN '95, Helsinki, Finland, pp. 379-389
Hakapaino, Helsinki, 1995. Download: finnland95.ps (172KB)

Publications of 1994

M. Bogdan, H. Speckmann W. Rosenstiel
KOBOLD - a neural coprocessor for backpropagation with online learning
Proc. of Fourth Int. Conf. on Microelectronics for Neural Networks and Fuzzy Systems, 1994.
M. Bogdan, W. Rosenstiel
Artificial Neural Nets for Peripheral Nervous System - remoted Limb Prostheses
Neural Networks & their Applications, Marseille, 1994.
M. Bogdan, H. Speckmann, W.Rosenstiel
KOBOLD - a neural coprocessor for backpropagation with online learning
ICANN, Sorrento, 1994.
H. Speckmann, P. Thole, M. Bogdan, W. Rosenstiel
Coprocessors for special neural networks: KOKOS and KOBOLD
ICNN, Orlando, IEEE Service Center, pp. 1959-1962, 1994
Ludwig, Göppert, Rosenstiel
Topological Interpolation for the Training of Self-Organizing Maps
Proceedings of Fuzzy-Tage, Dortmund.
Springer, London, 1994.