| 2026 | ESANN | Exploring the Relationship Between Synaptic Dynamics Properties: Gain-Control and Temporal Filtering. | Ferney Beltran-Velandia, Nico Scherf, Martin Bogdan |
| 2025 | AIAI | Analysis of Auditory Oddball Paradigm During Hypnosis. | Sophie Adama, Martin Bogdan |
| 2025 | ESANN | A Pipeline based on Differential Evolution for Tuning Parameters of Synaptic Dynamics Models. | Ferney Beltran-Velandia, Nico Scherf, Martin Bogdan |
| 2025 | ESANN | The Reinforced Liquid State Machine: A New Training Architecture for Spiking Neural Networks. | Dominik Krenzer, Martin Bogdan |
| 2025 | ESANN | The Regulatory Character of Boredom in AI - Towards a Self-Regulating System based on Spiking Neural Networks. | Patrick Schfer, James Danckert, Peter F. Stadler, Martin Bogdan |
| 2025 | ICANN | Correcting the Modified Stochastic Synaptic Model of Synaptic Dynamics Refinement of Vesicle and Neurotransmitters Functions. | Ferney Beltran-Velandia, Nico Scherf, Martin Bogdan |
| 2025 | ICANN | Efficient Learning in Spiking Neural Networks - Introducing Feedback Alignment to the Reinforced Liquid State Machine. | Dominik Krenzer, Martin Bogdan |
| 2024 | CVPR | BiMAE - A Bimodal Masked Autoencoder Architecture for Single-Label Hyperspectral Image Classification. | Maksim Kukushkin, Martin Bogdan, Thomas Schmid |
| 2023 | ESANN | Sleep analysis in a CLIS patient using soft-clustering: a case study. | Sophie Adama, Martin Bogdan |
| 2023 | ESANN | Is Boredom an Indicator on the way to Singularity of Artificial Intelligence? Hypotheses as Thought-Provoking Impulse. | Martin Bogdan |
| 2023 | GI | Canola seed or not? Autoencoder-based Anomaly Detection in AgriculturalSeedProduction. | Maksim Kukushkin, Matthias Enders, Reinhard Kaschuba, Martin Bogdan, Thomas Schmid |
| 2023 | ICMV | On optimizing morphological neural networks for hyperspectral image classification. | Maksim Kukushkin, Martin Bogdan, Thomas Schmid |
| 2022 | CEC | Evolving Hardware by Direct Bitstream Manipulation of a Modern FPGA. | Clemens Fritzsch, Jrn Hoffmann, Martin Bogdan |
| 2022 | FPL | Reduction of Bitstream Size for Low-Cost iCE40 FPGAs. | Clemens Fritzsch, Jrn Hoffmann, Martin Bogdan |
| 2022 | GECCO | CoBEA: framework for evolving hardware by direct manipulation of FPGA bitstreams. | Jrn Hoffmann, Clemens Fritzsch, Martin Bogdan |
| 2018 | ESANN | Neural Networks for Implicit Feedback Datasets. | Josef Feigl, Martin Bogdan |
| 2018 | ICANN | Improved Personalized Rankings Using Implicit Feedback. | Josef Feigl, Martin Bogdan |
| 2017 | ESANN | Collaborative filtering with neural networks. | Josef Feigl, Martin Bogdan |
| 2017 | GI | Separated Random Number Generators for Virtual Machines. | Clemens Fritzsch, Jrn Hoffmann, Martin Bogdan |
| 2017 | ICANN | Enhancements on the Modified Stochastic Synaptic Model: The Functional Heterogeneity. | Karim El-Laithy, Martin Bogdan |
| 2015 | DATE | Bordersearch: an adaptive identification of failure regions. | Markus Dobler, Manuel Harrant, Monica Rafaila, Georg Pelz, Wolfgang Rosenstiel, Martin Bogdan |
| 2014 | CBMS | TICoMS - A Modular and Message-Based Framework for Monitoring and Control of Medical Devices. | Jrg Peter, Wilfried Klingert, Alfred Konigsrainer, Wolfgang Rosenstiel, Martin Bogdan, Martin Schenk |
| 2014 | DATA | Explorative Analysis of Heterogeneous, Unstructured, and Uncertain Data - A Computer Science Perspective on Biodiversity Research. | Clemens Beckstein, Sebastian Bcker, Martin Bogdan, Helge Bruelheide, H. Martin Bcker, Joachim Denzler, Peter Dittrich, Ivo Grosse, Alexander Hinneburg, Birgitta Knig-Ries, Felicitas Lffler, Manja Marz, Matthias Mller-Hannemann, Martin Winter, Wolf Zimmermann |
| 2014 | ICCHP | Detection and Utilization of Emotional State for Disabled Users. | Yehya Mohamad, Dirk T. Hettich, Elaina Bolinger, Niels Birbaumer, Wolfgang Rosenstiel, Martin Bogdan, Tamara Matuz |
| 2013 | ACII | Using Cross-Task Classification for Classifying Workload Levels in Complex Learning Tasks. | Carina Walter, Stephanie Schmidt, Wolfgang Rosenstiel, Peter Gerjets, Martin Bogdan |
| 2013 | ESANN | Efficient prediction of x-axis intercepts of discrete impedance spectra. | Thomas Schmid, Dorothee Gnzel, Martin Bogdan |
| 2013 | ESANN | Decoding stimulation intensity from evoked ECoG activity using support vector regression. | Armin Walter, Georgios Naros, Martin Spler, Alireza Gharabaghi, Wolfgang Rosenstiel, Martin Bogdan |
| 2013 | ICANN | Unsupervised Online Calibration of a c-VEP Brain-Computer Interface (BCI). | Martin Spler, Wolfgang Rosenstiel, Martin Bogdan |
| 2013 | ICANN | Online Classification of Eye Tracking Data for Automated Analysis of Traffic Hazard Perception. | Enkelejda Tafaj, Thomas C. Kbler, Gjergji Kasneci, Wolfgang Rosenstiel, Martin Bogdan |
| 2012 | BIBE | A brain-computer interface for chronic pain patients using epidural ECoG and visual feedback. | Armin Walter, Georgios Naros, Alexander Roth, Wolfgang Rosenstiel, Alireza Gharabaghi, Martin Bogdan |
| 2012 | ESANN | One Class SVM and Canonical Correlation Analysis increase performance in a c-VEP based Brain-Computer Interface (BCI). | Martin Spler, Wolfgang Rosenstiel, Martin Bogdan |
| 2012 | ETRA | Bayesian online clustering of eye movement data. | Enkelejda Tafaj, Gjergji Kasneci, Wolfgang Rosenstiel, Martin Bogdan |
| 2012 | ICANN | Cyfield-RISP: Generating Dynamic Instruction Set Processors for Reconfigurable Hardware Using OpenCL. | Jrn Hoffmann, Frank Gttler, Karim El-Laithy, Martin Bogdan |
| 2012 | ICANN | Adaptive SVM-Based Classification Increases Performance of a MEG-Based Brain-Computer Interface (BCI). | Martin Spler, Wolfgang Rosenstiel, Martin Bogdan |
| 2012 | ICONIP | Temporal Finite-State Machines: A Novel Framework for the General Class of Dynamic Networks. | Karim El-Laithy, Martin Bogdan |
| 2011 | CBMS | Vishnoo - An open-source software for vision research. | Enkelejda Tafaj, Thomas C. Kbler, Jrg Peter, Wolfgang Rosenstiel, Martin Bogdan |
| 2011 | ESANN | Classifying mental states with machine learning algorithms using alpha activity decline. | Carina Walter, Gabriele Cierniak, Peter Gerjets, Wolfgang Rosenstiel, Martin Bogdan |
| 2011 | ICANN | A Hypothetical Free Synaptic Energy Function and Related States of Synchrony. | Karim El-Laithy, Martin Bogdan |
| 2011 | ICANN | On the Capacity of Transient Internal States in Liquid-State Machines. | Karim El-Laithy, Martin Bogdan |
| 2010 | ESANN | Predicting spike-timing of a thalamic neuron using a stochastic synaptic model. | Karim El-Laithy, Martin Bogdan |
| 2010 | ICANN | A Hebbian-Based Reinforcement Learning Framework for Spike-Timing-Dependent Synapses. | Karim El-Laithy, Martin Bogdan |
| 2010 | ICANN | Simulating Biological-Inspired Spiking Neural Networks with OpenCL. | Jrn Hoffmann, Karim El-Laithy, Frank Gttler, Martin Bogdan |
| 2010 | ICANN | Using an Artificial Neural Network to Determine Electrical Properties of Epithelia. | Thomas Schmid, Dorothee Gnzel, Martin Bogdan |
| 2010 | IJCCI | Transposing Simulated Self-organizing Robots into Reality using the PLUG&LEARN Architecture. | Frank Gttler, Wolfgang Rabe, Jrn Hoffmann, Martin Bogdan, Ralf Der |
| 2009 | ICANN | Synchrony State Generation in Artificial Neural Networks with Stochastic Synapses. | Karim El-Laithy, Martin Bogdan |
| 2009 | IJCCI | BCCI - A Bidirectional Cortical Communication Interface. | Armin Walter, Michael Bensch, Dominik Brugger, Wolfgang Rosenstiel, Martin Bogdan, Niels Birbaumer, Alireza Gharabaghi |
| 2008 | ESANN | Direct and inverse solution for a stimulus adaptation problem using SVR. | Dominik Brugger, Sergejus Butovas, Martin Bogdan, Cornelius Schwarz, Wolfgang Rosenstiel |
| 2006 | ESANN | Artificial neural networks and machine learning for man-machine-interfaces - processing of nervous signals. | Martin Bogdan, Michael Bensch |
| 2005 | ESANN | Feature selection for high-dimensional industrial data. | Michael Bensch, Michael Schrder, Martin Bogdan, Wolfgang Rosenstiel |
| 2005 | ICANN | ANN-Based System for Sorting Spike Waveforms Employing Refractory Periods. | Thomas Hermle, Martin Bogdan, Cornelius Schwarz, Wolfgang Rosenstiel |
| 2005 | ICML | A brain computer interface with online feedback based on magnetoencephalography. | Thomas Navin Lal, Michael Schrder, N. Jeremy Hill, Hubert Preil, Thilo Hinterberger, Jrgen Mellinger, Martin Bogdan, Wolfgang Rosenstiel, Thomas Hofmann, Niels Birbaumer, Bernhard Schlkopf |
| 2004 | DATE | Synthesis of Embedded SystemC Design: A Case Study of Digital Neural Networks. | Djones Lettnin, Axel G. Braun, Martin Bogdan, Joachim Gerlach, Wolfgang Rosenstiel |
| 2003 | ESANN | Towards the restoration of hand grasp function of quadriplegic patients based on an artificial neural net controller using peripheral nerve stimulation - an approach. | Martin Bogdan, Michael Schrder, Wolfgang Rosenstiel |
| 2001 | ESANN | Detection of cluster in Self-Organizing Maps for controlling a prostheses using nerve signals. | Martin Bogdan, Wolfgang Rosenstiel |
| 2001 | SMC | Artificial neural net based controller using interfaces to the peripheral nervous system. | Martin Bogdan |
| 1999 | SOFSEM | Application of Artificial Neural Networks for Different Engineering Problems. | Martin Bogdan, Wolfgang Rosenstiel |