PUBLICATIONS OF NEURO-INSPIRED SYSTEMS

Clemens Fritzsch, Jörn Hoffmann, Martin Bogdan Separated Random Number Generators for Virtual Machines; 47. Jahrestagung der Gesellschaft für Informatik e.V. (GI), 2017

Karim Ellaithy, Martin Bogdan, Enhancements on the Modied Stochastic Synaptic Model: The Functional Heterogeneity, ICANN 2017

Carina Walter, Wolfgang Rosenstiel, Martin Bogdan, Peter Gerjets, Martin Spüler, Online EEG-Based Workload Adaptation of an Arithmetic Learning Environment, Frontiers in Human Neuroscience, 2017

Josef Feigl, Martin Bogdan, Collaborative Filtering with Neural Networks, ESANN 2017

V. S. Adama, J. Hoffman, M. Bogdan, Coupling Brain-Computer Interface and Electrical Stimulation for stroke rehabilitation and tremor reduction in Parkinson’s disease, The 13rd International Multidisciplinary Modelling and Simulation Multiconference (I3M), 2016

Martin Bogdan, Adam Kolany, Ulrike Weber, Romy Elze, Miroslaw Wrobel, Computer Aided Multispectral Ultrasound Diagnostics Brain Health Monitoring System Based on Acoustocerebrography, MEDICO, 2016

Jörn Hoffmann, Dirk Zeckzer, Martin Bogdan, Using FPGAs to Accelerate Myers Bit-Vector Algorithm, MEDICO 2016

Martin Spüler, Florian Grimm, Alireza Gharbaghi, Martin Bogdan, Wolfgang Rosenstiel, Prediction of Auditory and Visual P300 Brain-Computer Interface Aptitude, Advances in Neurotechnology, Electronics and Informatics, Biosystems & Biorobotics 12, 2016

T. Schmid, D. Günzel, M. Bogdan, Automated Quantification of the Capacitance of Epithelial Cell Layers from an Impedance Spectrum, Proceedings of the Seventh International Conference on Bioinformatics, Biocomputational Systems and Biotechnologies, pp. 27-32, 2015

Markus Dobler, Manuel Harrant, Monica Rafaila, Georg Pelz, Wolfgang Rosenstiel, Martin Bogdan, Bordersearch: An Adaptive Identification of Failure Regions, Design, Automation and Test in Europe, 2015

A. Ramos-Murguialday, E. Garcia-Cossio, A. Walter, C. Woosang, D. Broetz, M. Bogdan, L. G. Cohen, N. Birbaumer, Decoding upper limb residual muscle activity in severe chronic stroke, Annals of Clinical and Translational Neurology 2(1), pp 1-11, 2014

P. Gerjets, C. Walter, W. Rosenstiel, M. Bogdan, T. Zander, Cognitive state monitoring and the design of adaptive instruction in digital environments: lessons learned from cognitive workload assessment using a passive brain-computer interface approach, Frontiers in Neuroscience 8:385, 2014

M. Spüler, 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) , pp 38-45, 2014

M. Spüler, C. Niethammer, W. Rosenstiel, M. Bogdan, Classication of error-related potentials in EEG during continuous feedback, Proceedings of the 6th International Brain-Computer Interface Conference 2014, Graz University of Technology Publishing House, 2014

C. Walter, P. Wolter, W. Rosenstiel, M. Bogdan, M. Spüler, Towards Cross-Subject Workload Prediction, Proceedings of the 6th International Brain-Computer Interface Conference 2014, Graz University of Technology Publishing House, 2014

J. I. Latorre, K. El Laithy, M. Bogdan, E. Jiménez, 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, pp 608-612, 2014

M. Spüler, W. Rosenstiel, M. Bogdan, Using Coherence for Robust Online Brain-Computer Interface (BCI) Control, Nonlinear Dynamics of Electronic Systems, pp 363-370, 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, pp 248-255, 2014

J. Peter, W. Klingert, A. Königsrainer, W. Rosenstiel, M. Bogdan, M. Schenk, TICoMS – A modular and message-based framework for monitoring and control of medical devices, IEEE 27th International Symposium on Computer-Based Medical Systems (CBMS), 2014

J. Hoffmann, M. Bogdan, Cyfield-RISP: An OpenCL-generated processor for reconfigurable hardware, International Conference on High Performance Computing & Simulation (HPCS), 2014

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 6:30,  2014

A. Walter, G. Naros, M. Spüler, A. Gharabaghi, W. Rosenstiel, M. Bogdan
Decoding stimulation intensity from evoked ECoG activity, Neurocomputing 141, pp 46-53, 2014

M. Bensch, S. Martens, S. Halder, J. Hill, F. Nijboer, A. Ramos, N. Birbaumer, M. Bogdan, B. Kotchoubey, W. Rosenstiel, B. Schölkopf, 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, 2014

T. Schmid, D. Günzel, M. Bogdan, Automated Quantification of the Relation between Resistor-Capacitor Subcircuits from an Impedance Spectrum, Proceedings of the International Conference on Bio-inspired Systems and Signal Processing, pp. 141-148, 2014

A. Gharabaghi, D. Kraus, M. T. Leão, M. Spüler, A. Walter, M. Bogdan, W. Rosenstiel, G. Naros, U. Ziemann, Coupling brain-machine interfaces with cortical stimulation for brain-state dependent stimulation: enhancing motorcortex excitability for neurorehabilitation, Frontiers in Human Neuroscience 8:1-7, 2014

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, 2014

K. El-Laithy, M. Bogdan, Synaptic energy drives the information processing mechanisms in spiking neural networks, Mathematical Biosciences and Engineering 11(2), 2014

W. Spruth, M. Bogdan, Enterprise Computing, Band 1, Leipzig, 2013

W. Spruth, M. Bogdan, Enterprise Computing, Band 2, Leipzig, 2013

W. Spruth, M. Bogdan, Enterprise Computing, Band 3, Leipzig, 2013

W. Lange, M. Bogdan, Entwurf und Synthese von Eingebetteten Systemen, Oldenbourg Verlag, ISBN 978-3-486-71840-9, eISBN 978-3-486-72109-6, 2013

A. Walter, G. Naros, M. Spüler, 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, 2013

E. Tafaj, T. Kübler, 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, Lecture Notes in Computer Science Vol. 8131, 2013

M. Spüler, 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, 2013

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, 2013

S. Halder, B.Varkuti, M. Bogdan, A. Kübler, W.Rosenstiel, R. Sitaram, N. Birbaumer, Prediction of brain-computerinterface aptitude from individual brain structure, Frontiers in Human Neuroscience, 2013

S. Halder, E. M. Hammer, S. C. Kleih, M. Bogdan, W. Rosenstiel, N. Birbaumer, A. Kübler, Prediction of Auditory and Visual P300 Brain-Computer Interface Aptitude, PLoS ONE, 2013

T. Schmid, M. Bogdan, D. Günzel, 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, 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, 2013

S. Halder, C. A. Ruf, A. Furdea, E. Pasqualotto, D. De Massari, L. van der Heiden, M. Bogdan, W. Rosenstiel, N. Birbaumer, A. Kübler, T. Matuz, Prediction of P300 BCI Aptitude in Severe Motor Impairment, PLoS ONE 8(2): e53513, 2013

T. Schmid, D. Günzel, 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, 2013

M. Spüler, W. Rosenstiel, M. Bogdan, Unsupervised BCI calibration as possibility for communication in CLIS patients?, Proceedings of the 5th International Brain-Computer Interface Meeting, 2013

A. Walter, G. Naros, M. Spüler, 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, p.321-326, 2013

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), 2013

M. Spüler, 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, 2012

M. Spüler, 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, 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, 2012

A. Walter, A. Ramos Murguialday, M. Spüler, 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, 2012

M. Spüler, W. Rosenstiel, M. Bogdan, Adaptive SVM-based classification increases performance of a MEG-based Brain-Computer Interface (BCI), ICANN 2012, Part I, LNCS 7552, p.669-676, 2012

J. Hoffmann, F. Güttler, K. El-Laithy, M. Bogdan, Cyfield-RISP: Generating Dynamic Instruction Set Processors for Reconfigurable Hardware Using OpenCL, ICANN 2012, LNCS 7552, p.169-176, 2012

K. El-Laithy, M. Knor, J. Käs, M. Bogdan, Digital Detection and Analysis of Branching and Cell Contacts in Neural Cell Cultures, J Neurosci Methods., 210(2):206-19, 2012

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, 2012

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 für Psychologie, 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), 2012

M. Spüler, 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, 2012

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, 123 (7), p.1328–1337, 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), p.103-108, 2012

A. Furdea, C.A. Ruf, S. Halder, D. De Massari, M. Bogdan, W. Rosenstiel, T. Matuz, N. Birbaumer, A new (semantic) reflexive brain–computer interface: In search for a suitable classifier, Journal of Neuroscience Methods, Vol. 203, Issue 1, pp. 233–240, dx.doi.org/10.1016/j.jneumeth.2011.09.013, 2012

E. Tafaj, G. Kasneci, W. Rosenstiel, M. Bogdan, Bayesian Online Clustering of Eye-Tracking Data, Eye Tracking Research and Applications (ETRA), 2012

K. El-Laithy, M. Bogdan, A Reinforcement Learning Framework for Spiking Networks with Dynamic Synapses, Computational Intelligence and Neuroscience, vol. 2011, Article ID 869348, 12 pages, doi:10.1155/2011/869348, 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, pp. 24-27, 2011

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, 2011

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), 2011

A. G. Dieckgraeff, A. Lindner, W. Rosenstiel, M. Bogdan, Detection of Motor Planning and Suppression with the help of Electroencephalography, IEEE EMBC, 2011

E. Tafaj, T. Kübler, J. Peter, U. Schiefer, M. Bogdan, W. Rosenstiel, Vishnoo – An Open-Source Software for Vision Research, 24th IEEE International Symposium on Computer-Based Medical Systems, 2011

K. El-Laithy, M. Bogdan, A Hypothetical Free Synaptic Energy Function and Related States of Synchrony, ICANN 2011, pp. 40-47, DOI: 10.1007/978-3-642-21738-8_6, 2011

K. El-Laithy, M. Bogdan, On the capacity of transient states of synchrony in liquid state machines, ICANN 2011, pp. 56-63, DOI: 10.1007/978-3-642-21738-8_8, 2011

K. El-Laithy, M. Bogdan, Synchrony State Generation: an Approach using Stochastic Synapses, Journal of Artificial Intelligence and Soft Computing Research (JAISCR), Vol. 1, No. 1, pp. 17-25, 2011

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, Vol. 5, Issue 4, dx.doi.org/10.1016/j.neuroimage.2011.01.021, pp. 1779-1790, 2011

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, No. 5, pp. 1483-1491, 2011

C. Walter, G. Cierniak, P. Gerjets, W. Rosenstiel, M. Bogdan, Classifying mental states with machine learning algorithms using alpha activity decline, ESANN, pp. 405-410, 2011

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, Vol. 5, Issue 4, dx.doi.org/10.1016/j.neuroimage.2011.01.021, pp. 1779-1790, 2011

E. Tafaj, J. Dietzsch, U. Schiefer, W. Rosenstiel, M. Bogdan, Reliable Classification of visual field defects in automated perimetry using clustering, 8th IASTED/IEEE International Conference on Biomedical Engineering, pp. 446-451, 2011

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, Akzeptiert als GMM-Fachbericht zur Tagung Automotive meets Electronics, Dortmund, 2011

R. Qashi, M. Bogdan, K. Hänßgen, 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 2011

R. Qashi, M. Bogdan, K. Hänßgen, Evaluating the QoS of WLANs for the IEEE 802.11 EDCF in real-time applications, International Conference on Communications and Information Technology, ICCT, 2011

D. Brugger, W. Rosenstiel, M. Bogdan, Online SVR Training by Solving the Primal Optimization Problem, Journal of Signal Processing Systems, pp. 1-12, dx.doi.org/10.1007/s11265-010-0514-5, 2010

F. Güttler, W. Rabe, J. Hoffmann, R. Der, M. Bogdan, Transposing Simulated Self-Organizing Robots into Reality using the Plug&Learn Architecture, Proceedings of the Second International Conference on Neural Computation, INSTICC, Valencia, pp. 350-357, 2010

C. Walter, G. Cierniak, M. Bogdan, W. Rosenstiel, P. Gerjets, Load-Adaptive Tutor Systems Based on Brain-Computer Interfaces, The 4th International Cognitive Load Theory Conference, Macao, 2010

K. El-Laithy, M. Bogdan, A Hebbian-based reinforcement learning framework for spike-timing-dependent synapses, ICANN, Thessaloniki, LNCS vol. 6352, pp. 160-169, 2010

T. Schmid, D. Günzel, M. Bogdan, Using an artificial neural network to determine electrical properties of epithelia, ICANN, Thessaloniki, LNCS vol. 6352, pp. 211-216, 2010

J. Hoffmann, K. El-Laithy, F. Güttler, M. Bogdan, Simulating Biological-Inspired Spiking Neuronal Networks with OpenCL, ICANN, Thessaloniki, LNCS vol. 6352, pp. 184-187, 2010

K. El-Laithy, M. Bogdan, Predicting spike timing of a Thalamic neuron using a stochastic synapse, ESANN, Bruges, pp. 358-363, 2010

R. Qashi, M. Bogdan, K. Hänßgen, 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, 2010

M. Franke, M. Bogdan, Self Organized Real Time Control of an Anthropomorphic Hand using Nerve Signals, 13th ISPO World Congress and ORTHOPAEDIE + REHA-TECHNIK 2010, Leipzig, 2010

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, Asilomar, 2010

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, Asilomar, 2010

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, pp. 47-52, 2010

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, Spain, March 2010

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, Valencia, pp. 206—210, 2010

K. El-Laithy, M. Bogdan, Synchrony State Generation in Artificial Neural Networks with Stochastic Synapses, ICANN 2009, Part I, LNCS 5768, pp. 181-190, 2009

A. Walter, M. Bensch, D. Brugger, W. Rosenstiel, N. Birbaumer, A. Gharabaghi, M. Bogdan, BCCI – a bidirectional cortical communication interface, Proceedings of the International Joint Conference on Computational Intelligence, IJCCI, pp. 440-445, 2009

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

M. Franke, M. Bogdan, A New Lightweight, Robust and Forceful Finger for an Artificial Limb, WORLD CONGRESS 2009 – MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING, pp. 339-342, 2009

D. Brugger, S. Butovas, M. Bogdan, C. Schwarz, W. Rosenstiel, Direct and inverse solution for a stimulus adaptation problem using SVR, ESANN 2008, Brugge, pp. 397-402, 2008

D. Brugger, W. Rosenstiel, M. Bogdan, Automatic Cluster Detection in Kohonen’s SOM, IEEE Transactions on Neural Networks, Vol. 19(3):442-459, 2008

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, 10(1):56-63, 2008

M. Bensch, J. Mellinger, M. Bogdan, W. Rosenstiel, A Multiclass BCI using MEG, Proc. 4th Int. Brain-Computer Interface Workshop, Graz, pp. 191-196, 2008

M. Jaumann, L. Rüttiger, M. Bogdan, M. Knipper, Correlation of local Field Potentials and Auditory Brainstem Responses (ABR), Leopoldina Symposium: Molecular Medicine of Sensory Systems, Tübingen, 2008

M. Jaumann, L. Rüttiger, 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, 2008

C. Budziszewski, M. Bogdan, A. Lindner, Spatiotemporal Classification Of Event Related fMRI Data To Decode Movement Intentions In Humans, NeNa2008 Tübingen, Ellwangen, 2008

M. Bensch, A.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, Volume 2007,
Article ID 71863, 5 pages, doi:10.1155/2007/71863, 2007

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, 10 pages

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, 2007, p. 212-218

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, Vol.54(10), p.1867-1874, 2007

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, Vol. 51, No. 6, pp. 1003-1010, 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