Publikationen

 Alle Publikationen im BibTex-Format

2012

• M. Spüler, W. Rosenstiel, M. Bogdan
    One Class SVM and Canonical Correlation Analysis increase performance in a c-VEP based Brain-Computer Interface (BCI)
  Proceedings of 20th European Symposium on Artificial Neural Networks (ESANN 2012), p.103-108, Bruges, Belgium

• M. Spüler, M. Bensch, S. Kleih, W. Rosenstiel, M. Bogdan, A. Kübler
     Online use of error-related potentials in healthy users and people with severe motor impairment increases performance of a P300-BCI
  Clinical Neurophysiology

2011

• M. Spüler, W. Rosenstiel, M. Bogdan
    A Fast Feature Selection Method for High-Dimensional MEG BCI Data
  Proceedings of the 5th International Brain-Computer Interface Conference, p.24-27, Graz
• S. Halder, M. Spüler, E. Hammer, S. Kleih, M. Bogdan, W. Rosenstiel, A. Kübler, N. Birbaumer
   Prediction of Visual P300 BCI Aptitude Using Spectral Features
  Proceedings of the 5th International Brain-Computer Interface Conference, p.144-147, Graz

• C. Walter, G. Cierniak, P. Gerjets, W. Rosenstiel, M. Bogdan
   Classifying mental states with machine learning algorithms using alpha activity decline
  In Proceedings of 19th European Symposium on Artificial Neural Networks (ESANN 2011), p.405-410, Bruges, Belgium
• E. Tafaj, P. Rumbolz, M. Bogdan, J. Wiedemann, W. Rosenstiel
   Zukünftige Fahrzeuge adaptieren sich auf den Fahrer: Identifikation charakteristischer Verhaltensmerkmale von Fahrzeugführern unter demographischen Gesichtspunkten
  GMM-Fachbericht Band 69 zur Tagung Automotive meets Electronics 2011, Dortmund

• E. Tafaj, J. Dietzsch, U. Schiefer, W. Rosenstiel, M. Bogdan
   Reliable Classification of visual field defects in automated perimetry using clustering
  Proceedings 8th IASTED/IEEE International Conference on Biomedical Engineering, p.446 - 451

• S. Halder, D. Agorastos, R. Veit, E.-M. Hammer, S. Lee, B. Varkuti, M. Bogdan, W. Rosenstiel, N. Birbaumer, A. Kübler
   Neural mechanisms of brain-computer interface control
  NeuroImage, http://dx.doi.org/10.1016/j.neuroimage.2011.01.021, Vol.5(4), p.1779 - 1790
• D. Brugger, S. Butovas, M. Bogdan, C. Schwarz
   Real-time adaptive microstimulation increases reliability of electrically evoked cortical potentials
  IEEE Transaction on Biomedical Engineering, Vol.58(5), p.1483-1491

2010

• E. M. Mugler, C. A. Ruf, S. Halder, M. Bensch, A. Kübler
    Design and Implementation of a P300-Based Brain-Computer Interface for Controlling an Internet Browser
  Transactions on Neural Systems & Rehabilitation Engineering, Vol.18(6), p.599--609
• A. Ramos Murguialday, J. Hill, M. Bensch, S. Martens, S. Halder, F. Nijboer, B. Schölkopf, N. Birbaumer, A. Gharabaghi
    Transition from the locked in to the completely locked in state: A physiological analysis
  Clinical Neurophysiology

• S. Halder, D. Agorastos, R. Veit, E. Hammer, M. Bogdan, W. Rosenstiel, N. Birbaumer, A. Kübler
   An fMRI Motor Task Comparison between good and bad SMR BCI Performers
  Fourth International BCI Meeting
• A. Walter, A. Roth, G. Naros, W. Rosenstiel, N. Birbaumer, A. Gharabaghi, M. Bogdan
   Application of a Video Feedback BCI for Phantom Pain - a Case Study
  Fourth International BCI Meeting
• E. Tafaj, C. Uebber, J. Dietzsch, U. Schiefer, M. Bogdan, W. Rosenstiel
   Introduction of a Portable Campimeter Based on a Laptop/Tablet PC
  Proceedings of the 19th Imaging and Perimetry Society (IPS), Tenerife, Spain
• C. Walter, G. Cierniak, M. Bogdan, W. Rosenstiel, P. Gerjets
   Load-Adaptive Tutor Systems Based on Brain-Computer Interfaces
  4th International Cognitive Load Theory Conference (2010),Hong Kong and Macau, China.
• E. Tafaj, C. Uebber, J. Dietzsch, U. Schiefer, M. Bogdan, W. Rosenstiel
   Mobile and fast detection of visual field defects for elderly drivers as a necessary input into driver assistance systems for mobility maintenance
  GMM-Fachbericht Band 64, AmE 2010 - Automotive meets Electronics, p.47-52
• D. Brugger, W. Rosenstiel, M. Bogdan
   Online SVR Training by Solving the Primal Optimization Problem
  Journal of Signal Processing Systems, p.1-12, http://dx.doi.org/10.1007/s11265-010-0514-5

2009

• A. Walter, M. Bensch, D. Brugger, W. Rosenstiel, M. Bogdan, N. Birbaumer, A. Gharabaghi
    BCCI - A Bidirectional Cortical Communication Interface
  In Proceedings of the International Joint Conference on Computational Intelligence, p.440-445, Funchal

• D. Brugger, W. Rosenstiel, M. Bogdan
   Online SVR Training by Solving the Primal Optimization Problem
  Proceedings of the 2009 IEEE Signal Processing Society Workshop

2008

• M. Bensch, J. Mellinger, M. Bogdan, W. Rosenstiel
    A Multiclass BCI using MEG
  Proceedings of the 4th Int. Brain-Computer Interface Workshop, p.191-196, Graz

• D. Brugger, M. Bogdan, W. Rosenstiel
   Automatic Cluster Detection in Kohonen's SOM
  IEEE Transactions on Neural Networks, Vol.19(3)

• E. Mugler, M. Bensch, S. Halder, W. Rosenstiel, M. Bogdan, N. Birbaumer, A. Kübler
    Control of an Internet Browser Using the P300 Event Related Potential
  International Journal of Bioelectromagnetism, Vol.10(1), p.56-63
• Brugger, Butovas, Bogdan, Schwarz, Rosenstiel
   Direct and inverse solution for a stimulus adaptation problem using SVR
  ESANN Proceedings , p.397-402

2007

• D. Brugger
    Parallel Support Vector Machines
  In Proceedings of the IFIP International Conference on Very Large Scale Integration of System on Chip (VLSI-SoC), Springer

• M. Bensch, A. Karim, J. Mellinger, T. Hinterberger, M. Tangermann, M. Bogdan, W. Rosenstiel, N. Birbaumer
    Nessi: An EEG controlled web browser for severely paralyzed patients
  Computational Intelligence and Neuroscience
• S. Halder, M. Bensch, J. Mellinger, M. Bogdan, A. Kübler, N. Birbaumer, W. Rosenstiel
    Online Artifact Removal for Brain-Computer Interfaces Using Support Vector Machines and Blind Source Separation
  Computational Intelligence and Neuroscience, DOI:10.1155/82069, Nr.82069, p.10
• S. Waldert, M. Bensch, M. Bogdan, W. Rosenstiel, B. Schölkopf, C. Lowery, H. Eswaran, H. Preissl
    Real-Time Fetal Heart Monitoring in Biomagnetic Measurements Using Adaptive Real-Time ICA
  IEEE Transactions on Biomedical Engineering, Vol.54(10), p.1867-1874
• M. Bensch, D. Brugger, P. Baeuerle, W. Rosenstiel, M. Bogdan, W. Spruth
   Self-Learning Prediciton System for Optimisation of Workload Managememt in a Mainframe Operating System
  International Conference on Enterprise Information Systems, Funchal

2006

• M. Bensch, M. Bogdan, W. Rosenstiel
    Phase Synchronization in MEG for Brain-Computer Interfaces
  In Proceedings of the 3rd Int. Brain-Computer Interface Workshop, p.18-19, Graz

• M. Bogdan, M. Bensch
   Artificial neural networks and machine learning for man-machine-interfaces - processing of nervous signals
  ESANN, Brugge

• E. Sapozhnikova, M. Bogdan, B. Speiser, W. Rosenstiel
   EChem++ - An Object-Oriented Problem Solving Environment for Electrochemistry. 3. Classification of voltammetric signals by the Fuzzy ARTMAP neural network with respect to reaction mechanisms
  Journal of Electroanalytical Chemistry, Vol.588

2005

• Bensch, Schröder, Bogdan, Rosenstiel, Hinterberger, Mellinger, Birbaumer
    The Web Browser "Nessi" - A BCI Application
  3rd International BCI meeting, Albany, USA

• M. Bensch, M. Schröder, M. Bogdan, W. Rosenstiel
      Feature Selection for High-Dimensional Industrial Data
  ESANN, Brugge
• M. Bensch, M. Schröder, M. Bogdan, W. Rosenstiel, P. Czerner, R. Montino, G. Soberger, P. Linke, R. Schmidt
   Neural network algorithms for generalised online tool control in medium size semiconductor fabs
  European Advanced Equipment Control/Advanced Process Control (AEC/APC) Konferenz

• T. M. Lal, M. Schröder, N. J. Hill, H. Preissl, T. Hinterberger, J. Mellinger, M. Bogdan, W. Rosenstiel, T. Hoffmann, N. Birbaumer, B. Schölkopf
   A Brain Computer Interface with Online Feedback based on Magnetoencephalography
  Int. Conf. on Machine Learning ICML, Bonn
• T.Hermle, M. Bogdan, C. Schwarz, W. Rosenstiel
   ANN-based System for Sorting Spike Waveforms Employing Refractory Periods
  ICANN, Warszawa
• M. Schröder, T. M. Lal, T. Hinterberger, M. Bogdan, N. J. Hill, N. Birbaumer, W. Rosenstiel, B. Schölkopf
   Robust EEG Channel Selection Across Subjects for Brain Computer Interfaces
  EURASIP Journal on Applied Signal Processing, Special Issue: Trends in Brain Computer Interfaces, Vol.19

2004

• B. Blankertz, K. Müller, G. Curio, T. Vaughan, G. Schalk, J. Wolpaw, A. Schlögl, C. Neuper, G. Pfurtscheller, T. Hinterberger, M. Schröder, N. Birbaumer
   The BCI competition 2003: Progress and perspectives in detection and discrimination of EEG single trials
  IEEE Transactions Biomedical Engineering, Vol.51(6)

• E. Sapojnikova
   ART-based Fuzzy Classifiers: ART Fuzzy Networks for Automatic Classification
  , Cuvillier Verlag Göttingen
• T. Hermle, C. Schwarz, M. Bogdan
   Employing ICA and SOM for spike sorting of multielectrode recordings from CNS
  Journal of Physiology, Vol.98, p.4-6, Paris
• T. N. Lal, T. Hinterberger, G. Widman, M. Schröder, J. Hill, W.Rosenstiel, C. E. Elger, B. Schölkopf, N. Birbaumer
   Methods Towards Invasive Human Brain Computer Interfaces
  NIPS
• T. M. Lal, M. Schröder, T. Hinterberger, J. Weston, M. Bogdan, N. Birbaumer, B. Schölkopf
   Support Vector Channel Selection in BCI
  IEEE Trans. on Biomedical Engineering
• D. Lettnin, A. Braun, M. Bogdan, J. Gerlach, W. Rosenstiel
   Synthesis of SystemC Design: A Case Study of Digital Neural Networks
  In: Design, Automation and Test in Europe (DATE 04), Paris

2003

• T. Hermle, C. Schwarz, M. Bogdan
   A Multilevel Spike Sorting Algorithm for Multineuron Recordings in CNS employing ICA and SOM
  Poster, Ladislav Tauc Conference in Neurobiology - Decoding and Interfacing the Brain: From Neuronal Assemblies to Cyborgs, Gif-sur-Yvette, France
• T. N. Lal, M. Schröder, T. Hinterberger, J. Weston, M. Bogdan, N. Birbaumer, B. Schölkopf
   Support Vector Channel Selection in BCI
  MPI Technical Report (120), Max Planck Institute for Biological Cybernetics, Tübingen

• E. Sapozhnikova, W. Rosenstiel
   AFC: ART-based Fuzzy Classifier
  In Proceedings of KES, p.30-36, Oxford, United Kingdom

• T. Hermle, C. Schwarz, M. Bogdan
   Removal of cross-talk in multielectrode recordings - a case study
  Poster, European Summer School on ICA, Berlin, Germany

• 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
  In Proceedings of 2nd World Congress of the International Society of Physical and Rehabilitation Medicine ISPRM, Prague, Czech Republic

• M. Bogdan, M. Schröder, W. Rosenstiel
   Artificial Neural Net Based Signal Processing for Interaction with Peripheral Nervous System
  1st Int. IEEE EMBS Conf. on Neural Engineering, Capri
• M. Schröder, M. Bogdan, W. Rosenstiel, T. Hinterberger, N. Birbaumer
   Automated EEG Feature Selection for Brain Computer Interfaces
  1st Int. IEEE EMBS Conf. on Neural Engineering, Capri
• K. Ludwig, L. Rajendran, B. Speiser, J. Strutwolf, C. Autenrieth, M. Bogdan, T. Ewald, E. Sapozhnikova
   EChem++ - An Object Oriented Approach to Computational Electrochemistry
  203rd ECS Meeting, Paris
• M. Bensch
   Erweiterung eines Open Source Browsers als Anwendung eines Brain-Computer Interface-Systems
  
• M. Bogdan, M. Schröder, W. Rosenstiel
   Towards the Restoration of Hand Grasp Function of Quadripledgic Patients based on an Artificial Neural Net Controller - an Approach
  ESANN, Brugge
• 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, p.427-432, Brugge

2002

• E. Sapozhnikova
   A new approach to category building in Fuzzy ART-based neural networks
  In Proceedings of the 4th Conference "Neuroinformatics", p.41-47, Moscow, Russia

• 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, Vol.42, p.36-45
• M. Schröder, M. Bogdan, W. Rosenstiel, T. Hinterberger, U. Strehl, N. Birbaumer
   Online classification of EEG signals using artificial neural networks for biofeedback training of patients with epilepsy
  9th International Workshop on Systems, Signals and Image Processing, Recent trends in Multimedia Information Processing, World Scientific Press, Manchester

2001

• E. Sapozhnikova, E. Lunin, W. Rosenstiel
   A modified search procedure for the Fuzzy ARTMAP neural network
  In Proceedings of the 3d Conference "Neuroinformatics", Vol.1, p.86-92, Moscow, Russia

• E. Sapozhnikova, V. Lunin, W. Rosenstiel
   A modification of FAM
  In Proceedings of the 7th Conference "Neurocomputers and their application", p.587-590, Moscow, Russia
• M. Bogdan
   Artificial Neural Net Based Controller Using Interfaces to the Peripheral Nervous System
  IEEE Systems, Man and Cybernetics Conference, Tucson
• C. Fietzek, T. Hermle, W. Rosenstiel, V. Schurig
   Chiral discrimination of limonene by use of ß-cyclodextrin-coated quartz-crystal-micro-balances (QCMs) and data evaluation by artificial neuronal networks
  Fresenius J Anal Chem, Nr.1, p.58-63
• M. Bogdan, W. Rosenstiel
   Detection of Cluster in Self-Organizing Maps for Controlling a Prostheses using Nerve Signals
  ESANN, Brugge
• M. Bogdan, M. Franke, W. Rosenstiel
   Real Time Processing of Nerve Signals for Controlling an Artificial Hand
  IASTED International Conference on Applied Informatics AI, Innsbruck
• 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 CNS
  World Congress on Neuroinformatics, Vienna

2000

• U. Heuser, W. Rosenstiel
   Automatic Construction of Local Internet Directories using Hierarchical Radius-based Competitive Learning
  In Proceedings of the 4th World Multiconference on Systemics, Cybernetics and Informatics (SCI), ISBN 980-07-6690-1, invited paper, Vol.4, p.436-441, Orlando, Florida

• E. Sapozhnikova, T. Hermle, L. Ludwig, V. Lunin, W. Rosenstiel
   ART Neural Networks in the Analysis of Monitoring Data
  Eighteenth IASTED International Conference on Applied Informatics (AI), Innsbruck, Austria
• E. Sapozhnikova, V. Lunin, L. Ludwig, W. Rosenstiel
   Neural prediction of chip quality on the basis of monitoring data
  In Proceedings of the 6th Conference "Neurocomputers and their application", Moscow, Russia

• U. Heuser, W. Rosenstiel
   Automatic Generation of Local Internet Catalogues using Hierarchical Radius-based Competitive Learning
  W. Horn (ed.): ECAI. Proc. of the 14th European Conference on Artificial Intelligence (ECAI), p.306-310, IOS Press, Amsterdam
• E. Sapoznikova, L. Ludwig, W. Rosenstiel
   Die Anwendung des dARTMAP-Netzes zur Analyse von elektrischen Parametern in der Chip-Fertigung
  VDI-Bericht, Vol.1526
• L. Ludwig, E. Sapozhnikova, V. Lunin, W.Rosenstiel
   Error Classification and Yield Prediction of Chips in Semiconductor Industry Applications
  Neural Computing & Applications, Vol.9, p.202-210, Springer, London
• M. Tangermann
   Evaluation verschiedener künstlicher neuronaler Netze zur funktionalen elektrischen Stimulation gelähmter Hände bei C5 / C6 -Läsionen
  Lehrstuhl TI, Wilhelm Schickert Institut für Informatik
• M. Bogdan
   Nervengesteuerte Prothese
  Deutsches Ärzteblatt PraxisComputer, Vol.5
• L. Ludwig, W. Rosenstiel
   Neuronale Netze für industrielle Anwendungen
  Handouts CeBIT
• M. Schröder, M.Bogdan, W. Rosenstiel
   Restoration of Hand Function using Artificial Neural Net Controller
  IASTED International Conference on Control and Applications CA, ISBN 0-88986-288-5, Cancun
• M. Bogdan, W. Rosenstiel
   Self-Organized Real Time Controller for Limb Prostheses
  IASTED International Conference on Control and Applications CA, ISBN 0-88986-288-5, Cancun

1999

• F. Brasini, R. Rovatti, T. Hermle, M.Rudan
   Cluster Translation for Concentration Estimation
  6th Int. Symposium on Olfaction & Electronic Nose 99, Tübingen
• T. Hermle, U. Weimar, W. Rosenstiel, W. Göpel
   Performance of selected Evaluation Methods for a Hybrid Sensor System
  6th Int. Symposium on Olfaction & Electronic Nose, Tübingen
• 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 ß-cyclodextrin-coated quartz-crystal-microbalances (QCMs)
  6th Int. Symposium on Olfaction & Electronic Nose, Tübingen

• U. Heuser, W. Rosenstiel
   Das Hierarchische Radius-basierte Competitive Learning (HRCL) im Vergleich mit statistischen und neuronalen Clusteranalyseverfahren
  Research Report WSI 99-08, ISSN 0946-3852, Wilhelm-Schickard-Institut für Informatik, Universität Tübingen

• M. Bessonov, U. Heuser, I. Nekrestyanov, A. Patel
   Open Architecture for Distributed Search Systems
  In Proceedings of the Sixth International Conference on Intelligence in Services and Networks (IS&N), In H. Zuidweg, M. Campolargo, J. Delgado, A. Mullery (Eds.) Intelligence in Services and Networks, Lecture Notes in Computer Science, Vol.1597, p.55-69, Springer, Barcelona, Spain

• E. Sapozhnikova, Lunin, L. Ludwig, W. Rosenstiel
   Anwendung Neuronaler Netze (ART) zur Qualitätsprüfung von Wafern
  In Proceedings der Tagung: Neuro-Computer und seine Anwendung, p.153-156, Moskau, Russland
• 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, Invited paper, Milovy
• 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, ISBN 5-7997-0138-0, p.614, St. Petersburg State University Published Press, St. Petersburg
• E. Sapozhnikova, Lunin, L. Ludwig, W. Rosenstiel
   The Use of dARTMAP and FUZZY ARTMAP to solve the Quality testing Task in Semiconductor Industry
  In Proceedings of KES, p.361-364, Adelaide, Australia
• E. Sapozhnikova, Lunin, L. Ludwig, W. Rosenstiel
   Using the Neural Networks on the Basis of Adaptive Resonance Theory to Quality Testing in Semiconductor Industry
  In Proceedings of EANN, p.236-240, Warsaw, Poland

1998

• T. Hermle, U. Weimar, W. Rosenstiel, W. Göpel
   Feature Extraction for a Hybrid Gas Sensing System
  In Proceedings of 5th Int. Symposium on Olfaction & Electronic Nose, Baltimore
• F. Heuser, W. Rosenstiel
   Internetsuche und Neuronale Netze - Stand der Technik
  Research Report WSI 98-10, ISSN 0946-3852, Wilhelm-Schickard-Institut für Informatik, Universität Tübingen

• 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), p.291-295, Marseilles, France

• T. Hermle
   Bewertung und Optimierung rechnerbasierter Auswertmethoden für chemische Gassensoren
  Universität Tübingen
• Tacke, A. Cechin, L. Ludwig, Mack, W. Rosenstiel
   Classification of Alpha-helix and Beta-sheet structures in proteines
  Proceedings of EANN, p.185-189, Gibraltar, UK
• L. Ludwig, W. Rosenstiel
   Neuronale Netze in Industrie und Forschung
  Handouts CeBIT
• L. Ludwig, Pelz, Kessler, Sinderhauf, Koppenhoefer, W. Rosenstiel
   Prediction of functional yield of chips in semiconductor industry applications
  In Proceedings of EANN, p.157-161, Gibraltar, UK
• M. Schweizer-Berberich, M. Frank, T. Hermle, H. Ulmer, J. Mitrovics, U. Weimar, W. Göpel
   Quality Tests of Electronic Noses: The Influence of Sample Dilution and Sensor Drifts on the Pattern Recognition for Selected Case Studies
  7th IMCS, ISBN 7-80003-423-2, p.139-141, Beijing, China
• 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, p.17-25

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, ISBN 0-7923-8000-2, Vol.414, p.279-294, Kluwer Academic Publishers, Boston, USA

• A. Babanine, A. Cechin, H. Resch, W. Rosenstiel
   Artificial Neural Networks for the Restoration of Colours in Scanned Images
  In proceedings to IMACS, Vol.4, p.441-336, Berlin
• L. Ludwig, Epperlein, Kuge, Federl, Koppenhöfer, W. Rosenstiel
   Classification of 'Fingerprints' of Process Control Monitoring-Data with Self-organizing Maps
  In Proceedings of EANN, p.107-111, Stockholm, Sweden
• M. Bogdan, A. 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
• M. Bogdan, A. Harsch, G. 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
• M. Bogdan, W. Rosenstiel
   Real Time Processing of Nerve Signals for Controlling a Limb Prostheses
  Conf. Information Processing in Cells and Tissues, Sheffield

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), p.37-42, Budapest, Hungary

• A. Babanine, W. Rosenstiel
   Restoration of Colours in Scanned Images using Artificial Neural Networks
  27. Conference on the Control of Dynamic Systems, St. Petersburg, Russland

• M. Bogdan, H. Speckmann, W. Rosenstiel
   Chips and Computers for Artificial Neural Nets
  In Sensors Update, VCH, ISBN 3-527-2-5, 1996
• M. Bogdan, W. Rosenstiel
   Intelligent Neural Interface - Signalprocessing of Nerve Signals using Artificial Neural Nets
  BioNet, GFaI, ISBN 3-00-001107-2, Invited paper, Berlin
• 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

1995

• M. Bogdan, A. Babanine, J. Kaniecki, W. Rosenstiel
   Nerve Signal Processing using Artificial Neural Nets
  Conf. Information Processing in Cells and Tissues, Liverpool
• M. Bogdan, A. Babanine, J. Kaniecki, W. Rosenstiel
   Nerve Signal Processing using Artificial Neural Nets
  Conf. Information Processing in Cells and Tissues, Liverpool
• L. Ludwig, Kessler, J. Göppert, W. Rosenstiel
   SOM with Topological Interpolation for the Prediction of Interference Spectra
  In Proceedings of EANN, p.379-389, Helsinki, Finland

1994

• M. Bogdan, W. Rosenstiel
   Artificial Neural Nets for Peripheral Nervous System - remoted Limb Prostheses
  Neural Networks and their Applications, Marseille
• H. Speckmann, P. Thole, M. Bogdan, W. Rosenstiel
   Coprocessors for special neural networks: KOKOS and KOBOLD
  ICNN, p.1959-1962, Orlando, USA
• M. Bogdan, H. Speckmann, W.Rosenstiel
   KOBOLD - a neural coprocessor for backpropagation with online learning
  ICANN, Sorrento
• L. Ludwig, J. Göppert, W. Rosenstiel
   Topological Interpolation for the Training of Self-Organizing Maps
  In Proceedings of Fuzzy-Tage, Springer, Dortmund