Martin Bogdan

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 18

Top Topics

Top Venues

GI-Jahrestagung

Publications

Martin Bogdan
Is Boredom an Indicator on the way to Singularity of Artificial Intelligence? Hypotheses as Thought-Provoking Impulse. ESANN (2023)
Sophie Adama, Martin Bogdan
Sleep analysis in a CLIS patient using soft-clustering: a case study. ESANN (2023)
Sophie Adama, Martin Bogdan
Assessing consciousness in patients with disorders of consciousness using soft-clustering. Brain Informatics 10 (1) (2023)
Maksim Kukushkin, Matthias Enders, Reinhard Kaschuba, Martin Bogdan, Thomas Schmid
Canola seed or not? Autoencoder-based Anomaly Detection in AgriculturalSeedProduction. GI-Jahrestagung (2023)
Clemens Fritzsch, Jörn Hoffmann, Martin Bogdan
Evolving Hardware by Direct Bitstream Manipulation of a Modern FPGA. CEC (2022)
Clemens Fritzsch, Jörn Hoffmann, Martin Bogdan
Reduction of Bitstream Size for Low-Cost iCE40 FPGAs. FPL (2022)
Sophie Adama, Shang-Ju Wu, Nicoletta Nicolaou, Martin Bogdan
Extendable Hybrid Approach to Detect Conscious States in a CLIS Patient Using Machine Learning. Simul. Notes Eur. 32 (1) (2022)
Jörn Hoffmann, Clemens Fritzsch, Martin Bogdan
CoBEA: framework for evolving hardware by direct manipulation of FPGA bitstreams. GECCO Companion (2022)
Sophie Adama, Martin Bogdan
Yes/No Classification of EEG data from CLIS patients. EMBC (2021)
Jalal Alizadeh, Martin Bogdan, Joseph Classen, Christopher Fricke
Support Vector Machine Classifiers Show High Generalizability in Automatic Fall Detection in Older Adults. Sensors 21 (21) (2021)
Shang-Ju Wu, Nicoletta Nicolaou, Martin Bogdan
Consciousness Detection in a Complete Locked-in Syndrome Patient through Multiscale Approach Analysis. Entropy 22 (12) (2020)
Sophie Adama, Ujwal Chaudhary, Niels Birbaumer, Martin Bogdan
Longitudinal Analysis of the Connectivity and Complexity of Complete Locked-in Syndrome Patients Electroencephalographic signal. BIBM (2020)
Josef Feigl, Martin Bogdan
Neural networks for personalized item rankings. Neurocomputing 342 (2019)
Josef Feigl, Martin Bogdan
Improved Personalized Rankings Using Implicit Feedback. ICANN (1) (2018)
Josef Feigl, Martin Bogdan
Neural Networks for Implicit Feedback Datasets. ESANN (2018)
Josef Feigl, Martin Bogdan
Collaborative filtering with neural networks. ESANN (2017)
Clemens Fritzsch, Jörn Hoffmann, Martin Bogdan
Separated Random Number Generators for Virtual Machines. GI-Jahrestagung (2017)
Karim El-Laithy, Martin Bogdan
Enhancements on the Modified Stochastic Synaptic Model: The Functional Heterogeneity. ICANN (1) (2017)
Markus Dobler, Manuel Harrant, Monica Rafaila, Georg Pelz, Wolfgang Rosenstiel, Martin Bogdan
Bordersearch: an adaptive identification of failure regions. DATE (2015)
Armin Walter, Georgios Naros, Martin Spüler, Alireza Gharabaghi, Wolfgang Rosenstiel, Martin Bogdan
Decoding stimulation intensity from evoked ECoG activity. Neurocomputing 141 (2014)
Yehya Mohamad, Dirk T. Hettich, Elaina Bolinger, Niels Birbaumer, Wolfgang Rosenstiel, Martin Bogdan, Tamara Matuz
Detection and Utilization of Emotional State for Disabled Users. ICCHP (1) (2014)
Martin Bogdan, Dominik Brugger, Wolfgang Rosenstiel, Bernd Speiser
Estimation of diffusion coefficients from voltammetric signals by support vector and gaussian process regression. J. Cheminformatics 6 (1) (2014)
Thomas Schmid, Dorothee Günzel, Martin Bogdan
Automated Quantification of the Relation between Resistor-capacitor Subcircuits from an Impedance Spectrum. BIOSIGNALS (2014)
Jörg Peter, Wilfried Klingert, Alfred Konigsrainer, Wolfgang Rosenstiel, Martin Bogdan, Martin Schenk
TICoMS - A Modular and Message-Based Framework for Monitoring and Control of Medical Devices. CBMS (2014)
Jörn Hoffmann, Martin Bogdan
Cyfield-RISP: An OpenCL-generated processor for reconfigurable hardware. HPCS (2014)
Martin Spüler, Wolfgang Rosenstiel, Martin Bogdan
Predicting Wrist Movement Trajectory from Ipsilesional ECoG in Chronic Stroke Patients. NEUROTECHNIX (2014)
Clemens Beckstein, Sebastian Böcker, Martin Bogdan, Helge Bruehlheide, H. Martin Bücker, Joachim Denzler, Peter Dittrich, Ivo Grosse, Alexander Hinneburg, Birgitta König-Ries, Felicitas Löffler, Manja Marz, Matthias Müller-Hannemann, Martin Winter, Wolf Zimmermann
Explorative Analysis of Heterogeneous, Unstructured, and Uncertain Data - A Computer Science Perspective on Biodiversity Research. DATA (2014)
Carina Walter, Stephanie Schmidt, Wolfgang Rosenstiel, Peter Gerjets, Martin Bogdan
Using Cross-Task Classification for Classifying Workload Levels in Complex Learning Tasks. ACII (2013)
Enkelejda Tafaj, Thomas C. Kübler, Gjergji Kasneci, Wolfgang Rosenstiel, Martin Bogdan
Online Classification of Eye Tracking Data for Automated Analysis of Traffic Hazard Perception. ICANN (2013)
Thomas Schmid, Dorothee Günzel, Martin Bogdan
Efficient prediction of x-axis intercepts of discrete impedance spectra. ESANN (2013)
Armin Walter, Georgios Naros, Martin Spüler, Alireza Gharabaghi, Wolfgang Rosenstiel, Martin Bogdan
Decoding stimulation intensity from evoked ECoG activity using support vector regression. ESANN (2013)
Martin Spüler, Wolfgang Rosenstiel, Martin Bogdan
Unsupervised Online Calibration of a c-VEP Brain-Computer Interface (BCI). ICANN (2013)
Armin Walter, Georgios Naros, Martin Spüler, Wolfgang Rosenstiel, Alireza Gharabaghi, Martin Bogdan
Dynamics of a Stimulation-evoked ECoG Potential During Stroke Rehabilitation - A Case Study. NEUROTECHNIX (2013)
Markus Dobler, Wolfgang Rosenstiel, Martin Bogdan, Monica Rafaila, Dirk Hammerschmidt, Georg Pelz
Rapid Design Space Exploration of a State-of-the-art PSI 5 Controller. MBMV (2013)
Jörn Hoffmann, Frank Güttler, Karim El-Laithy, Martin Bogdan
Cyfield-RISP: Generating Dynamic Instruction Set Processors for Reconfigurable Hardware Using OpenCL. ICANN (1) (2012)
Karim El-Laithy, Martin Bogdan
Temporal Finite-State Machines: A Novel Framework for the General Class of Dynamic Networks. ICONIP (2) (2012)
Martin Spüler, Wolfgang Rosenstiel, Martin Bogdan
Principal component based covariate shift adaption to reduce non-stationarity in a MEG-based brain-computer interface. EURASIP J. Adv. Signal Process. 2012 (2012)
Enkelejda Tafaj, Gjergji Kasneci, Wolfgang Rosenstiel, Martin Bogdan
Bayesian online clustering of eye movement data. ETRA (2012)
Martin Spüler, Wolfgang Rosenstiel, Martin Bogdan
Adaptive SVM-Based Classification Increases Performance of a MEG-Based Brain-Computer Interface (BCI). ICANN (1) (2012)
Martin Spüler, Wolfgang Rosenstiel, Martin Bogdan
One Class SVM and Canonical Correlation Analysis increase performance in a c-VEP based Brain-Computer Interface (BCI). ESANN (2012)
Armin Walter, Georgios Naros, Alexander Roth, Wolfgang Rosenstiel, Alireza Gharabaghi, Martin Bogdan
A brain-computer interface for chronic pain patients using epidural ECoG and visual feedback. BIBE (2012)
Dominik Brugger, Sergejus Butovas, Martin Bogdan, Cornelius Schwarz
Real-Time Adaptive Microstimulation Increases Reliability of Electrically Evoked Cortical Potentials. IEEE Trans. Biomed. Eng. 58 (5) (2011)
Karim El-Laithy, Martin Bogdan
A Hypothetical Free Synaptic Energy Function and Related States of Synchrony. ICANN (2) (2011)
Enkelejda Tafaj, Thomas C. Kübler, Jörg Peter, Wolfgang Rosenstiel, Martin Bogdan
Vishnoo - An open-source software for vision research. CBMS (2011)
Karim El-Laithy, Martin Bogdan
On the Capacity of Transient Internal States in Liquid-State Machines. ICANN (2) (2011)
Anita G. Dieckgraeff, Axel Lindner, Wolfgang Rosenstiel, Martin Bogdan
Detection of motor planning and suppression with the help of electroencephalography. EMBC (2011)
Dominik Brugger, Wolfgang Rosenstiel, Martin Bogdan
Online SVR Training by Solving the Primal Optimization Problem. J. Signal Process. Syst. 65 (3) (2011)
Sebastian Halder, D. Agorastos, Ralf Veit, Eva M. Hammer, S. Lee, B. Varkuti, Martin Bogdan, Wolfgang Rosenstiel, Niels Birbaumer, Andrea Kübler
Neural mechanisms of brain-computer interface control. NeuroImage 55 (4) (2011)
Karim El-Laithy, Martin Bogdan
A Reinforcement Learning Framework for Spiking Networks with Dynamic Synapses. Comput. Intell. Neurosci. 2011 (2011)
Carina Walter, Gabriele Cierniak, Peter Gerjets, Wolfgang Rosenstiel, Martin Bogdan
Classifying mental states with machine learning algorithms using alpha activity decline. ESANN (2011)
Jörn Hoffmann, Karim El-Laithy, Frank Güttler, Martin Bogdan
Simulating Biological-Inspired Spiking Neural Networks with OpenCL. ICANN (1) (2010)
Thomas Schmid, Dorothee Günzel, Martin Bogdan
Using an Artificial Neural Network to Determine Electrical Properties of Epithelia. ICANN (1) (2010)
Karim El-Laithy, Martin Bogdan
Predicting spike-timing of a thalamic neuron using a stochastic synaptic model. ESANN (2010)
Marc Franke, Martin Bogdan
An Enchanced Kinematic Model of the Human Thumb for an Artificial Hand. BIODEVICES (2010)
Frank Güttler, Wolfgang Rabe, Jörn Hoffmann, Martin Bogdan, Ralf Der
Transposing Simulated Self-organizing Robots into Reality using the PLUG&LEARN Architecture. IJCCI (ICFC-ICNC) (2010)
Karim El-Laithy, Martin Bogdan
A Hebbian-Based Reinforcement Learning Framework for Spike-Timing-Dependent Synapses. ICANN (2) (2010)
Armin Walter, Michael Bensch, Dominik Brugger, Wolfgang Rosenstiel, Martin Bogdan, Niels Birbaumer, Alireza Gharabaghi
BCCI - A Bidirectional Cortical Communication Interface. IJCCI (2009)
Karim El-Laithy, Martin Bogdan
Synchrony State Generation in Artificial Neural Networks with Stochastic Synapses. ICANN (1) (2009)
Dominik Brugger, Martin Bogdan, Wolfgang Rosenstiel
Automatic Cluster Detection in Kohonen's SOM. IEEE Trans. Neural Networks 19 (3) (2008)
Dominik Brugger, Sergejus Butovas, Martin Bogdan, Cornelius Schwarz, Wolfgang Rosenstiel
Direct and inverse solution for a stimulus adaptation problem using SVR. ESANN (2008)
Michael Bensch, Dominik Brugger, Wolfgang Rosenstiel, Martin Bogdan, Wilhelm G. Spruth, Peter Baeuerle
Self-Learning Prediction System for Optimisation of Workload Management in a Mainframe Operating System. ICEIS (2) (2007)
Sebastian Halder, Michael Bensch, Jürgen Mellinger, Martin Bogdan, Andrea Kübler, Niels Birbaumer, Wolfgang Rosenstiel
Online Artifact Removal for Brain-Computer Interfaces Using Support Vector Machines and Blind Source Separation. Comput. Intell. Neurosci. 2007 (2007)
Stephan Waldert, Michael Bensch, Martin Bogdan, Wolfgang Rosenstiel, Bernhard Schölkopf, Curtis L. Lowery, Hari Eswaran, Hubert Preissl
Real-Time Fetal Heart Monitoring in Biomagnetic Measurements Using Adaptive Real-Time ICA. IEEE Trans. Biomed. Eng. 54 (10) (2007)
Michael Bensch, Ahmed A. Karim, Jürgen Mellinger, Thilo Hinterberger, Michael Tangermann, Martin Bogdan, Wolfgang Rosenstiel, Niels Birbaumer
Nessi: An EEG-Controlled Web Browser for Severely Paralyzed Patients. Comput. Intell. Neurosci. 2007 (2007)
Martin Bogdan, Michael Bensch
Artificial neural networks and machine learning for man-machine-interfaces - processing of nervous signals. ESANN (2006)
Michael Bensch, Michael Schröder, Martin Bogdan, Wolfgang Rosenstiel
Feature selection for high-dimensional industrial data. ESANN (2005)
Michael Schröder, Thomas Navin Lal, Thilo Hinterberger, Martin Bogdan, N. Jeremy Hill, Niels Birbaumer, Wolfgang Rosenstiel, Bernhard Schölkopf
Robust EEG Channel Selection across Subjects for Brain-Computer Interfaces. EURASIP J. Adv. Signal Process. 2005 (19) (2005)
Thomas Navin Lal, Michael Schröder, N. Jeremy Hill, Hubert Preißl, Thilo Hinterberger, Jürgen Mellinger, Martin Bogdan, Wolfgang Rosenstiel, Thomas Hofmann, Niels Birbaumer, Bernhard Schölkopf
A brain computer interface with online feedback based on magnetoencephalography. ICML (2005)
Thomas Hermle, Martin Bogdan, Cornelius Schwarz, Wolfgang Rosenstiel
ANN-Based System for Sorting Spike Waveforms Employing Refractory Periods. ICANN (1) (2005)
Thomas Navin Lal, Michael Schröder, Thilo Hinterberger, Jason Weston, Martin Bogdan, Niels Birbaumer, Bernhard Schölkopf
Support vector channel selection in BCI. IEEE Trans. Biomed. Eng. 51 (6) (2004)
Djones Lettnin, Axel G. Braun, Martin Bogdan, Joachim Gerlach, Wolfgang Rosenstiel
Synthesis of Embedded SystemC Design: A Case Study of Digital Neural Networks. DATE (2004)
Martin Bogdan, Michael Schröder, Wolfgang Rosenstiel
Towards the restoration of hand grasp function of quadriplegic patients based on an artificial neural net controller using peripheral nerve stimulation - an approach. ESANN (2003)
Martin Bogdan
Artificial neural net based controller using interfaces to the peripheral nervous system. SMC (2001)
Martin Bogdan, Wolfgang Rosenstiel
Detection of cluster in Self-Organizing Maps for controlling a prostheses using nerve signals. ESANN (2001)
Martin Bogdan, Wolfgang Rosenstiel
Application of Artificial Neural Networks for Different Engineering Problems. SOFSEM (1999)