Prof. Dr. Martin Bogdan

Eberhard-Karls-Universit├Ąt T├╝bingen
Wilhelm-Schickard Institut f├╝r Informatik
Lehrstuhl Technische Informatik
Sand 14, C 221
72076 T├╝bingen

Telefon: +49 (7071) 29-74015
Telefax: +49 (7071) 29-5062

E-Mail: bogdan

Sprechstunde: nach Vereinbarung

Kontakt-Formular

Werdegang

  • 1987 - 1993 Nachrichtentechnik mit Schwerpunkt ├ťbertragungstechnik an der Fachhochschule Offenburg
  • 1991 - 1993 Informatique Industrielle et Instrumentation an der Universit├ę Grenoble I Joseph Fourier
  • Juni 1998 Promotion an der Universit├Ąt T├╝bingen, Fakult├Ąt f├╝r Informatik: Signalverarbeitung biologischer Nervensignale zur Steuerung einer Prothese mit Hilfe k├╝nstlicher neuronaler Netze
  • November 1993 - M├Ąrz 2001 Wissenschaftlicher Mitarbeiter am Arbeitsbereich Technische Informatik der Universit├Ąt T├╝bingen
  • 4/1995 - 8/2007 Studienberater und Mitglied des Diplompr├╝fungsausschusses
  • 12/1999 - 12/2001 Frauenbeauftragter der Fakult├Ąt f├╝r Informatik
  • Juni 2000 bis M├Ąrz 2015 Leiter des NeuroTeam
  • April 2001 - September 2005 Wissenschaftlicher Assistent am Arbeitsbereich Technische Informatik der Universit├Ąt T├╝bingen
  • Wintersemester 2005/06 bis Wintersemester 2007/08 Vertretung der Professur f├╝r Technische Informatik an der Universit├Ąt Leipzig
  • Seit Sommersemester 2008 Professor f├╝r Technische Informatik an der Universit├Ąt Leipzig

Forschungsinteressen

 

Bachelor-, Master, Diplom- und Studienarbeiten

  • Neben den ausgeschriebenen Arbeiten k├Ânnen gegebenenfalls Arbeiten  "ma├čgeschneidert" werden. Einfach nachfragen!

Publikationen

 Alle Publikationen im BibTex-Format

    2014

      Dezember 2014
      • M. Sp├╝ler, A. Walter, A. Ramos-Murguialday, G. Naros, N. Birbaumer, A. Gharabaghi, W. Rosenstiel, M. Bogdan
          Decoding of motor intentions from epidural ECoG recordings in severely paralyzed chronic stroke patients
        Journal of Neural Engineering, 11 (6)
      • A. Gharabaghi, G. Naros, F. Khademi, J. Jesser, M. Sp├╝ler, A. Walter, M. Bogdan, W. Rosenstiel, N. Birbaumer
          Learned self-regulation of the lesioned brain with epidural electrocorticography
        Frontiers in Behavioral Neuroscience, 8, p.429
      November 2014
      • M. Sp├╝ler, A. Walter, W. Rosenstiel, M. Bogdan
          Spatial Filtering Based on Canonical Correlation Analysis for Classification of Evoked or Event-Related Potentials in EEG Data
        IEEE Transactions on Neural Systems and Rehabilitation Engineering, 22 (6), p.1097 - 1103
      Oktober 2014
      • M. Sp├╝ler, W. Rosenstiel, M. Bogdan
           Predicting Wrist Movement Trajectory from Ipsilesional ECoG in Chronic Stroke Patients
        Proceedings of 2nd International Congress on Neurotechnology, Electronics and Informatics (NEUROTECHNIX 2014) , p.38-45
      September 2014
      • M. Sp├╝ler, C. Niethammer, W. Rosenstiel, M. Bogdan
           Classification of error-related potentials in EEG during continuous feedback
        Proceedings of the 6th International Brain-Computer Interface Conference
      • C.Walter, P. Wolter, W. Rosenstiel, M. Bogdan, M. Sp├╝ler
           Towards Cross-Subject Workload Prediction.
        Proceedings of the 6th International Brain-Computer Interface Conference , Graz, Austria
      Juli 2014
      • C. Walter, C. Scharinger, W. Rosenstiel, P. Gerjets, M. Bogdan
         Adaptive Learning Environments based on passive BCI Methodology
        Passive BCI Community Meeting, Delmenhorst, Germany. (Project Presentation)
      • C. Walter, P. Gerjets, W. Rosenstiel, M. Bogdan
         Adaptive Learning Environments using Cross-Subject Classification
        "Culture & Technology" - 5th European Summer School in Digital Humanities, Leipzig, Germany (Project Presentation)
      • M. Sp├╝ler, W. Rosenstiel, M. Bogdan
          Using Coherence for Robust Online Brain-Computer Interface (BCI) Control
        Nonlinear Dynamics of Electronic Systems, p.363-370
      Juni 2014
      • Y. Mohamad, D.T. Hettich, E. Bolinger, N. Birbaumer, W. Rosenstiel, M. Bogdan, T. Matuz
          Detection and Utilization of Emotional State for Disabled Users
        Computers Helping People with Special Needs, Lecture Notes in Computer Science Vol. 8547, p.248-255
      Mai 2014
      • J. Peter, W. Klingert, A. K├Ânigsrainer, W. Rosenstiel, M. Bogdan, M. Schenk
         TICoMS ÔÇô A modular and message-based framework for monitoring and control of medical devices
        IEEE 27th International Symposium on Computer-Based Medical Systems (CBMS), New York City, USA
      Publikationen ohne Monatsangabe 2014
      • M. Bensch, S. Martens, S. Halder, J. Hill, F. Nijboer, A. Ramos, N. Birbaumer, M. Bogdan, B. Kotchoubey, W. Rosenstiel, B. Sch├Âlkopf, A. Gharabaghi
         Assessing attention and cognitive function in completely locked-in state with event-related brain potentials and epidural electrocorticography
        Journal of Neural Engineering 11 026006, doi:10.1088/1741-2560/11/2/026006
      • A. Gharabaghi, D. Kraus, M. Leao, M. Sp├╝ler, A. Walter, M. Bogdan, W. Rosenstiel, G. Naros, U. Ziemann
          Coupling brain-machine interfaces with cortical stimulation for brain-state dependent stimulation: enhancing motor cortex excitability for neurorehabilitation
        Frontiers in Human Neuroscience, 8 (122)
      • A. Walter, G. Naros, M. Sp├╝ler, A. Gharabaghi, W. Rosenstiel, M. Bogdan
          Decoding stimulation intensity from evoked ECoG activity
        Neurocomputing, Vol.141(1), p.46-53
      • J. I. Latorre, K. El Laithy, M. Bogdan, E. Jim├ęnez
         Development of a Petri Net Model for a Reconfigurable Intelligent System based on Experimental Data
        Proceedings of the European Modeling and Simulation Symposium (EMSS), ISBN 978-88-97999-38-6, p.608 - 612
      • A. Gharabaghi, G. Naros, A. Walter, A. Roth, M. Bogdan, W. Rosenstiel, C. Mehring, N. Birbaumer
         Epidural electrocorticography of phantom hand movement following long-term upper-limb amputation
        Frontiers in Human Neuroscience 8, Article 285, doi: 10.3389/fnhum.2014.00285
      • M. Bogdan, D. Brugger, W. Rosenstiel, B. Speiser
         Estimation of diffusion coefficients from voltammetric signals by support vector and gaussian process regression
        Journal of Cheminformatics 2014, 6:30, doi:10.1186/1758-2946-6-30
      • K. El-Laithy, M. Bogdan
         Synaptic energy drives the information processing mechanisms in spiking neural networks
        Mathematical Biosciences and Engineering, doi:10934/mbe.2014.11.233, Vol.11(2)

      2013

        September 2013
        • A. Walter G. Naros M. Sp├╝ler W. Rosenstiel A. Gharabaghi M. Bogdan
           Dynamics of a Stimulation-evoked ECoG Potential During Stroke Rehabilitation - A Case Study
          NEUROTECHNIX 2013 - International Congress on Neurotechnology, Electronics and Informatics, p.241-243
        • E. Tafaj, T. C. K├╝bler, G. Kasneci, W. Rosenstiel, M. Bogdan
           Online Classification of Eye Tracking Data for Automated Analysis of Traffic Hazard Perception
          Artificial Neural Networks and Machine Learning (ICANN 2013)
        • M. Sp├╝ler, W. Rosenstiel, M. Bogdan
            Unsupervised Online Calibration of a c-VEP Brain-Computer Interface (BCI)
          Artificial Neural Networks and Machine Learning-ICANN 2013, Lecture Notes in Computer Science Vol. 8131, p.224-231, Springer
        • C. Walter, S. Schmidt, W. Rosenstiel, P. Gerjets, M. Bogdan
           Using Cross-Task Classification for Classifying Workload Levels in Complex Learning Tasks.
          Proceedings of the 5th IEEE Humaine Association Conference on Affective Computing and Intelligent Interaction (ACII 2013). , p.876-881, Geneva, Switzerland
        Juni 2013
        • C. Walter, S. Schmidt, W. Rosenstiel, M. Bogdan, P. Gerjets
           Alpha- and theta frequencies as indicators for optimal cognitive load during learning.
          6th International Cognitive Load Theory Conference., Toulouse, France.
        • M. Sp├╝ler, W. Rosenstiel, M. Bogdan
             Unsupervised BCI calibration as possibility for communication in CLIS patients?
          Proceedings of the Fifth International Brain-Computer Interface Meeting 2013, DOI:10.3217/978-3-85125-260-6-122
        Publikationen ohne Monatsangabe 2013
        • A. Walter, G. Naros, M. Sp├╝ler, A. Gharabaghi, W. Rosenstiel, M. Bogdan
           Decoding stimulation intensity from evoked ECoG activity using support vector regression
          Proceedings of the European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
        • T. Schmid, M. Bogdan, D. G├╝nzel
           Discerning Apical and Basolateral Properties of HT-29/B6 and IPEC-J2 Cell Layers by Impedance Spectroscopy, Mathematical Modeling and Machine Learning
          PLoS ONE 8(7): e62913, doi:10.1371/journal.pone.0062913
        • T. Schmid, D. G├╝nzel, M. Bogdan
           Efficient prediction of x-axis intercepts of discrete impedance spectra
          Proceedings of the 21st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), p.185-190
        • W. Spruth, M. Bogdan
            Enterprise Computing
          Ein Lehrbuch, http://nbn-resolving.de/urn:nbn:de:bsz:15-qucosa-126859
        • W. Lange, M. Bogdan
           Entwurf und Synthese von Eingebetteten Systemen
          Oldenbourg Verlag, ISBN 978-3-486-71840-9, eISBN 978-3-486-72109-6
        • S. Halder, E. M. Hammer, S. C. Kleih, M. Bogdan, W. Rosenstiel, N. Birbaumer, A. K├╝bler
           Prediction of Auditory and Visual P300 Brain-Computer Interface Aptitude
          PLoS ONE, DOI: 10.1371/journal.pone.0053513
        • S. Halder, B.Varkuti, M. Bogdan, A. K├╝bler, W. Rosenstiel, R. Sitaram, N. Birbaumer
           Prediction of brain-computerinterface aptitude from individual brain structure
          Frontiers in Human Neuroscience, doi: 10.3389/fnhum.2013.00105
        • S. Halder, C. A. Ruf, A. Furdea, E. Pasqualotto, D. De Massari, L. van der Heiden, M. Bogdan, W. Rosenstiel, N. Birbaumer, A. K├╝bler, T. Matuz
           Prediction of P300 BCI Aptitude in Severe Motor Impairment
          PLoS ONE 8(2): e53513. doi:10.1371/journal.pone.0053513
        • M. Dobler, W. Rosenstiel, M. Bogdan, M. Rafaila, D. Hammerschmidt, G. Pelz
           Rapid Design Space Exploration of a State-of-the-art PSI 5 Controller
          Proceedings Methoden und Beschreibungssprachen zur Modellierung und Verifikation von Schaltungen und Systemen (MBMV)

        2012

          2012
          • M. Sp├╝ler, W. Rosenstiel, M. Bogdan
               Principal component based covariate shift adaption to reduce non-stationarity in a MEG-based brain-computer interface
            EURASIP Journal on Advances in Signal Processing, 2012:129
          Dezember 2012
          • M. Sp├╝ler, W. Rosenstiel, M. Bogdan
              Online Adaptation of a c-VEP Brain-Computer Interface(BCI) Based on Error-Related Potentials and Unsupervised Learning
            PLoS ONE, 7 (12), p.e51077
          November 2012
          • A. Walter, G. Naros, A. Roth, W. Rosenstiel, A. Gharabaghi, M. Bogdan
             A brain-computer interface for chronic pain patients using epidural ECoG and visual feedback
            IEEE 12th International Conference on BioInformatics and BioEngineering
          Oktober 2012
          • A. Walter, A. Ramos Murguialday, M. Sp├╝ler, G. Naros, M. T. Leao, A. Gharabaghi, W. Rosenstiel, N. Birbaumer, M. Bogdan
             Coupling BCI and cortical stimulation for brain-state-dependent stimulation: Methods for spectral estimation in the presence of stimulation after-effects
            Frontiers in Neural Circuits, doi: 10.3389/fncir.2012.00087
          September 2012
          • M. Sp├╝ler, W. Rosenstiel, M. Bogdan
              Adaptive SVM-based classi fication increases performance of a MEG-based Brain-Computer Interface (BCI)
            ICANN 2012, Part I, LNCS 7552, p.669-676
          • C. Walter, A.-A. Pape, W. Rosenstiel, P. Gerjets, M. Bogdan
             Detecting Working Memory Load from EEG-Data during learning and solving complex tasks.
            BBCI Workshop 2012 on Advances in Neurotechnology, Berlin, Germany.
          • C. Walter, G. Cierniak, W. Rosenstiel, M. Bogdan, T. O. Zander, P. Gerjets
             Using Passive Brain-Computer Interfaces for cognitive workload assessment
            48. Kongress der Deutschen Gesellschaft f├╝r Psychologie, Bielefeld, Germany.
          Juli 2012
          • C. Walter, P. Gerjets, W. Rosenstiel, M. Bogdan
             Adaptive Learning Environments based on BCI Methodology
            "Culture & Technology" - 3rd European Summer School in Digital Humanities, Leipzig, Germany (Project Presentation)
          • M. Sp├╝ler, W. Rosenstiel, M. Bogdan
              Co-adaptivity in Unsupervised Adaptive Brain-Computer Interfacing: a Simulation Approach
            The Fourth International Conference on Advanced Cognitive Technologies and Applications, p.115-121
          • M. Sp├╝ler, M. Bensch, S. Kleih, W. Rosenstiel, M. Bogdan, A. K├╝bler
               Online use of error-related potentials in healthy users and people with severe motor impairment increases performance of a P300-BCI
            Clinical Neurophysiology, 123 (7), p.1328ÔÇô1337
          April 2012
          • M. Sp├╝ler, 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
          Januar 2012
          • A. Furdea, C.A. Ruf, S. Halder, D. De Massari, M. Bogdan, W. Rosenstiel, T. Matuz, N. Birbaumer
              A new (semantic) reflexive brainÔÇôcomputer interface: In search for a suitable classifier
            Journal of Neuroscience Methods, Vol.203(1), p.233-240
          Publikationen ohne Monatsangabe 2012
          • E. Tafaj, G. Kasneci, W. Rosenstiel, M. Bogdan
             Bayesian Online Clustering of Eye-Tracking Data
            Eye Tracking Research and Applications (ETRA 2012)
          • J. Hoffmann, F. G├╝ttler, K. El-Laithy, M. Bogdan
             Cyfield-RISP: Generating Dynamic Instruction Set Processors for Reconfigurable Hardware Using OpenCL
            ICANN 2012, LNCS 7552, p.169-176
          • K. El-Laithy, M. Knor, J. K├Ąs, M. Bogdan
             Digital Detection and Analysis of Branching and Cell Contacts in Neural Cell Cultures
            J Neurosci Methods., 210(2):206-19. doi: 10.1016/j.jneumeth.2012.07.007

          2011

            Oktober 2011
            • C. Walter, G. Cierniak, P. Gerjets, W. Rosenstiel, M. Bogdan
               Detecting cognitive workload using EEG-signals for developing computer-based adaptive learning environments.
              12th Conference of Junior Neuroscientists of T├╝bingen, Heiligkreuztal, Germany
            September 2011
            • M. Sp├╝ler, 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
            • G. Cierniak, P. Gerjets, C. Walter, M. Bogdan, W. Rosenstiel
               Detecting Cognitive Load Levels by Means of Brain-Computer-Interface Methodology.
              14th Biennial Conference of the European Association for Research on Learning and Instruction (EARLI). Exeter, UK.
            • S. Halder, M. Sp├╝ler, E. Hammer, S. Kleih, M. Bogdan, W. Rosenstiel, A. K├╝bler, N. Birbaumer
                Prediction of Visual P300 BCI Aptitude Using Spectral Features
              Proceedings of the 5th International Brain-Computer Interface Conference, p.144-147, Graz
            August 2011
            • A. G. Dieckgraeff, A. Lindner, W. Rosenstiel, M. Bogdan
               Detection of Motor Planning and Suppression with the help of Electroencephalography
              , IEEE EMBC
            Juni 2011
            • E. Tafaj, T. C. K├╝bler, J. Peter, U. Schiefer, M. Bogdan and W. Rosenstiel
               Vishnoo - An Open-Source Software for Vision Research
              24th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2011), Bristol, UK
            April 2011
            • C. Walter, G. Cierniak, P. Gerjets, W. Rosenstiel, M. Bogdan
               Classifying mental states with machine learning algorithms using alpha activity decline
              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
               Zuk├╝nftige Fahrzeuge adaptieren sich auf den Fahrer: Identifikation charakteristischer Verhaltensmerkmale von Fahrzeugf├╝hrern unter demographischen Gesichtspunkten
              GMM-Fachbericht Band 69 zur Tagung Automotive meets Electronics 2011, Dortmund
            Februar 2011
            • 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
            Publikationen ohne Monatsangabe 2011
            • K. El-Laithy, M. Bogdan
               A Hypothetical Free Synaptic Energy Function and Related States of Synchrony
              ICANN 2011, DOI: 10.1007/978-3-642-21738-8_6, p.40-47
            • K. El-Laithy, M. Bogdan
               A Reinforcement Learning Framework for Spiking Networks with Dynamic Synapses
              Computational Intelligence and Neuroscience, Vol.2011, Article ID 869348, p.12, doi:10.1155/2011/869348
            • R. Qashi, M. Bogdan, K. H├Ąn├čgen
               Case Study: The Effect of Variable Priority Parameters on the QoS of WLANs IEEE 802.11e EDCF
              International Conference on Computer and Network Engineering ICCNE
            • J. Hoffmann, F. G├╝ttler, M. Bogda
               Design of Electronic Systems by Dynamic Instruction Sets for Reconfigurable Hardware using High-Level OpenCL-C
              DATE
            • R. Qashi, M. Bogdan, K. H├Ąn├čgen
               Evaluating the QoS of WLANs for the IEEE 802.11 EDCF in real-time applications
              International Conference on Communications and Information Technology, ICCT
            • S. Halder, D. Agorastos, R. Veit, E.-M. Hammer, S. Lee, B. Varkuti, M. Bogdan, W. Rosenstiel, N. Birbaumer, A. K├╝bler
               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
            • K. El-Laithy, M. Bogdan
               On the capacity of transient states of synchrony in liquid state machines
              ICANN 2011, DOI: 10.1007/978-3-642-21738-8_8, p.56-63
            • 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
            • K. El-Laithy, M. Bogdan
               Synchrony State Generation: an Approach using Stochastic Synapses
              Journal of Artificial Intelligence and Soft Computing Research (JAISCR), Vol.1(1), p.17-25

            2010

            • K. El-Laithy, M. Bogdan
               A Hebbian-based reinforcement learning framework for spike-timing-dependent synapses
              ICANN, LNCS, Vol.6352, p.160-169
            • M. Franke, M. Bogdan
               An Enhanced Kinematic model of the Human Thumb for an Artificial Hand
              Proceedings of the Third International Conference on Biomedical Electronics and Devices, INSTICC, p.206-210
            • S. Halder, D. Agorastos, R. Veit, E. Hammer, M. Bogdan, W. Rosenstiel, N. Birbaumer, A. K├╝bler
               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
            • R. Qashi, M. Bogdan, K. H├Ąn├čgen
               Performence analysis of WLANs for the IEEE 802.11 EDCF in real-time applications
              Proceedings 4th International Academic Conference of Young Scientists "Computer Science and Engineering 2010", CSE
            • K. El-Laithy, M. Bogdan
               Predicting spike timing of a Thalamic neuron using a stochastic synapse
              ESANN, p.358-363
            • J. Hoffmann, K. El-Laithy, F. G├╝ttler, M. Bogdan
               Simulating Biological-Inspired Spiking Neuronal Networks with OpenCL
              Proc. of ICANN, LNCS, Vol.6352, p.184-187
            • F. G├╝ttler, W. Rabe, J. Hoffmann, R. Der, M. Bogdan
               Transposing Simulated Self-Organizing Robots into Reality using the Plug&Learn Architecture
              Second International Conference on Neural Computation, INSTICC, p.350-357
            • T. Schmid, D. G├╝nzel, M. Bogdan
               Using an artificial neural network to determine electrical properties of epithelia
              ICANN, LNCS, Vol.6352, p.211-216

            2009

              Oktober 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
              Publikationen ohne Monatsangabe 2009
              • M. Franke, M. Bogdan
                 A New Lightweight, Robust and Forceful Finger for an Artificial Limb
                World Congress 2009 - Medical Physics and Biomedical Engineering
              • D. Brugger, W. Rosenstiel, M. Bogdan
                 Online SVR Training by Solving the Primal Optimization Problem
                Proceedings of the 2009 IEEE Signal Processing Society Workshop
              • K. El-Laithy, M. Bogdan
                 Synchrony State Generation in Artificial Neural Networks with Stochastic Synapses
                ICANN 2009, Part I, LNCS 5768, p.181-190

              2008

                September 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
                M├Ąrz 2008
                • D. Brugger, M. Bogdan, W. Rosenstiel
                   Automatic Cluster Detection in Kohonen's SOM
                  IEEE Transactions on Neural Networks, Vol.19(3)
                Publikationen ohne Monatsangabe 2008
                • E. Mugler, M. Bensch, S. Halder, W. Rosenstiel, M. Bogdan, N. Birbaumer, A. K├╝bler
                    Control of an Internet Browser Using the P300 Event Related Potential
                  International Journal of Bioelectromagnetism, Vol.10(1), p.56-63
                • M. Jaumann, L. R├╝ttiger, M. Bogdan, M. Knipper
                   Correlating Auditory Brainstem Responses (ABR) with Local Field Potentials using an Artificial Neural Network Approach
                  45th edition of the Inner Ear Biology Workshop, Ferrara
                • M. Jaumann, L. R├╝ttiger, M. Bogdan, M. Knipper
                   Correlation of local Field Potentials and Auditory Brainstem Responses (ABR)
                  Leopoldina Symposium: Molecular Medicine of Sensory Systems, T├╝bingen
                • Brugger, Butovas, Bogdan, Schwarz, Rosenstiel
                   Direct and inverse solution for a stimulus adaptation problem using SVR
                  ESANN Proceedings , p.397-402
                • Brugger, Butovas, Bogdan, Schwarz, Rosenstiel
                   Direct and inverse solution for a stimulus adaptation problem using SVR
                  ESANN Proceedings , p.397-402
                • C. Budziszewski, M. Bogdan, A. Lindner
                   Spatiotemporal Classification Of Event Related fMRI Data To Decode Movement Intentions In Humans
                  NeNa2008 T├╝bingen, Ellwangen

                2007

                • 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. K├╝bler, 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. Sch├Âlkopf, 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

                  September 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
                  April 2006
                  • M. Bogdan, M. Bensch
                     Artificial neural networks and machine learning for man-machine-interfaces - processing of nervous signals
                    ESANN, Brugge
                  Publikationen ohne Monatsangabe 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, Vol.588

                  2005

                    Juni 2005
                    • Bensch, Schr├Âder, Bogdan, Rosenstiel, Hinterberger, Mellinger, Birbaumer
                        The Web Browser "Nessi" - A BCI Application
                      3rd International BCI meeting, Albany, USA
                    April 2005
                    • M. Bensch, M. Schr├Âder, M. Bogdan, W. Rosenstiel
                          Feature Selection for High-Dimensional Industrial Data
                      ESANN, Brugge
                    • M. Bensch, M. Schr├Âder, 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
                    Publikationen ohne Monatsangabe 2005
                    • T. M. Lal, M. Schr├Âder, N. J. Hill, H. Preissl, T. Hinterberger, J. Mellinger, M. Bogdan, W. Rosenstiel, T. Hoffmann, N. Birbaumer, B. Sch├Âlkopf
                       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. Schr├Âder, T. M. Lal, T. Hinterberger, M. Bogdan, N. J. Hill, N. Birbaumer, W. Rosenstiel, B. Sch├Âlkopf
                       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

                    • 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. M. Lal, M. Schr├Âder, T. Hinterberger, J. Weston, M. Bogdan, N. Birbaumer, B. Sch├Âlkopf
                       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

                      Dezember 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. Schr├Âder, T. Hinterberger, J. Weston, M. Bogdan, N. Birbaumer, B. Sch├Âlkopf
                         Support Vector Channel Selection in BCI
                        MPI Technical Report (120), Max Planck Institute for Biological Cybernetics, T├╝bingen
                      Juni 2003
                      • T. Hermle, C. Schwarz, M. Bogdan
                         Removal of cross-talk in multielectrode recordings - a case study
                        Poster, European Summer School on ICA, Berlin, Germany
                      Publikationen ohne Monatsangabe 2003
                      • M. Bogdan, M. Schr├Âder, W. Rosenstiel
                         Artificial Neural Net Based Signal Processing for Interaction with Peripheral Nervous System
                        1st Int. IEEE EMBS Conf. on Neural Engineering, Capri
                      • M. Schr├Âder, 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. Bogdan, M. Schr├Âder, 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. Schr├Âder, 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

                      • M. Schr├Âder, 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

                      • M. Bogdan
                         Artificial Neural Net Based Controller Using Interfaces to the Peripheral Nervous System
                        IEEE Systems, Man and Cybernetics Conference, Tucson
                      • 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

                      • M. Bogdan
                         Nervengesteuerte Prothese
                        Deutsches Ärzteblatt PraxisComputer, Vol.5
                      • W. Rosenstiel, M. Bogdan
                         Neuronale Netze: Nervengesteuerte k├╝nstliche Hand
                        CeBit
                      • M. Schr├Âder, 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

                      • 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

                      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, p.17-25
                      • M. Bogdan
                         Signalverarbeitung biologischer Nervensignale zur Steuerung einer Prothese mit Hilfe k├╝nstlicher neuronaler Netze
                        Cuvillier Verlag G├Âttingen, ISBN 3-89712-336-3

                      1997

                        November 1997
                        • W. Rosenstiel, M. Bogdan
                           Neuronale Netze: Nervengesteuerte Prothese
                          Exponat Handout Medica, D├╝sseldorf
                        M├Ąrz 1997
                        • W. Rosenstiel, M. Bogdan
                           Neuronale Netze: Nervengesteuerte Prothese
                          Handout CEBIT, Hannover
                        Publikationen ohne Monatsangabe 1997
                        • M. Bogdan, A. Cechin, S. Breit, W. Rosenstiel
                           Cultured Nerve Cell Networks as Biosensors using Artificial Neural Nets
                          Seizi├Ęme Colloque sur le Traitement du Signal et des Images GRETSI'97, Grenoble
                        • M. Bogdan, A. Harsch, G. Gross, W. G├Âpel, 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

                          April 1996
                          • W. Rosenstiel, M. Bogdan
                             Neuronale Netze: Nervengesteuerte Prothese
                            Hannover Messe, Hannover
                          Publikationen ohne Monatsangabe 1996
                          • 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
                             Classification of Nerve Signals using Kohonen`s Self-Organizing Map
                            1st International Conference on Bioelectromagnetism, Tampere, Finnland
                          • 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

                          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