Publikationen

  • 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
    accepted for International Conference on Enterprise Information Systems, Funchal, 2007

  • S. Waldert, M. Bensch, M. Bogdan, W. Rosenstiel, B. Schölkopf, C.L. Lowery, H. Eswaran, H. Preissl
    Real-Time Fetal Heart Monitoring in Biomagnetic Measurements Using Adaptive Real-Time ICA
    IEEE Transactions on Biomedical Engineering, accepted

  • M. Bensch, W. Rosenstiel, M. Bogdan
    Phase Synchronisation in MEG for Brain-Computer Interfaces
    Proc. of the 3rd Int. Brain-Computer Interface workshop, Graz, 2006

  • M. Bogdan, M. Bensch
    Artificial neural networks and machine learning for man-machine-interfaces - processing of nervous signals
    ESANN, Brugge, 2006

  • 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 588, 2006

  • T.Hermle, M. Bogdan, C. Schwarz, W. Rosenstiel
    ANN-based System for Sorting Spike Waveforms Employing Refractory Periods
    ICANN 2005, Warszawa, 2005

  • 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 2005, Bonn

  • M. Bensch, M. Schröder, M. Bogdan, W. Rosenstiel
    Feature Selection for High-Dimensional Indusrtial Data
    ESANN, Brugge, 2005

  • 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 Interfacesk Volume 2005, Issue 19, 2005.

  • T. Hermle, C. Schwarz, M. Bogdan
    Employing ICA and SOM for spike sorting of multielectrode recordings from CNS
    Journal of Physiology Paris 98(4-6), 2004

  • 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, 2004

  • D. Lettnin, A. Braun, M. Bogdan, J. Gerlach, W. Rosenstiel
    Synthesis of SystemC Design: A Case Study of Digital Neural Networks
    DATE 2004, Paris, 2004

  • 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 2003, Brugge.

  • 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, 2003

  • 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, 2003

  • 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, 2003

  • 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, Manchester, World Scientific Press, 2002

  • M. Bogdan
    Artificial Neural Net Based Controller Using Interfaces to the Peripheral Nervous System
    IEEE Systems, Man and Cybernetics Conference 2001, Tucson, 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 CNS
    World Congress on Neuroinformatics, Vienna, 2001

  • M. Bogdan, W. Rosenstiel
    Detection of Cluster in Self-Organizing Maps for Controlling a Prostheses using Nerve Signals
    ESANN 2001, Brugge, 2001

  • M. Bogdan, M. Franke, W. Rosenstiel
    Real Time Processing of Nerve Signals for Controlling an Artificial Hand
    IASTED International Conference on Applied Informatics AI 2001, Innsbruck, 2001

  • M. Bogdan
    Nervengesteuerte Prothese
    Deutsches Ärzteblatt/PraxisComputer 5/2000

  • 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

  • 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, Invited paper

  • M. Bogdan
    Signalverarbeitung biologischer Nervensignale zur Steuerung einer Prothese mit Hilfe künstlicher neuronaler Netze
    Dissertation, Cuvillier Verlag Göttingen, ISBN 3-89712-336-3, 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

  • 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

  • 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, Invited paper

  • M. Bogdan, W. Rosenstiel
    Classification of Nerve Signals using Kohonen`s Self-Organizing Map
    1st International Conference on Bioelectromagnetism, Tampere, 1996

  • M. Bogdan, A. Babanine, J. Kaniecki, W. Rosenstiel
    Nerve Signal Processing using Artificial Neural Nets
    Conf. Information Processing in Cells and Tissues, Liverpool, 1995

  • 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


Kontakt

 Dr. rer. nat. Martin Bogdan
Ingénieur en Informatique Industrielle et Instrumentation, Dipl.-Ing. (FH)
Eberhard-Karls-Universität Tübingen
Wilhelm-Schickard-Institut für Informatik
Arbeitsbereich Technische Informatik
Sand 13, Raum 118
72076 Tübingen
GERMANY

Tel: + 49 70 71 29-7 40 15
Fax: + 49 70 71 29-50 62
E-Mail: bogdan@informatik.uni-tuebingen.de