Martin Bogdan - RankMe

86 papers A* 1A 2B 22C 6Journal 20Unranked 35

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Automated Multilabel Classification of Valvular Heart Diseases Using Aortic Valve Opening Variability Features and Wavelet Scattering Transform. BIOSTEC (2) Mahsa Raeiati Banadkooki, Martin Bogdan
2026	J	`jnl`	Boredom as homeostasis of cognitive resource utilization using spiking neural networks. Neurocomputing Patrick Schöfer, James Danckert, Peter F. Stadler, Martin Bogdan
2026	—	`conf`	Seismocardiography (SCG) Signal Classification of Valvular Heart Diseases with Convolutional Neural Network. BIOSTEC (2) Mahsa Raeiati Banadkooki, Martin Bogdan
2025	—	`conf`	Analysis of Auditory Oddball Paradigm During Hypnosis. AIAI (1) Sophie Adama, Martin Bogdan
2025	—	`conf`	Correcting the Modified Stochastic Synaptic Model of Synaptic Dynamics Refinement of Vesicle and Neurotransmitters Functions. ICANN (1) Ferney Beltran-Velandia, Nico Scherf, Martin Bogdan
2025	—	`conf`	Efficient Learning in Spiking Neural Networks - Introducing Feedback Alignment to the Reinforced Liquid State Machine. ICANN (1) Dominik Krenzer, Martin Bogdan
2025	J	`jnl`	Reinforced liquid state machines - new training strategies for spiking neural networks based on reinforcements. Frontiers Comput. Neurosci. Dominik Krenzer, Martin Bogdan
2024	—	`conf`	BiCAE - A Bimodal Convolutional Autoencoder for Seed Purity Testing. ECML/PKDD (10) Maksim Kukushkin, Martin Bogdan, Thomas Schmid
2024	—	`conf`	BiMAE - A Bimodal Masked Autoencoder Architecture for Single-Label Hyperspectral Image Classification. CVPR Workshops Maksim Kukushkin, Martin Bogdan, Thomas Schmid
2023	J	`jnl`	Assessing consciousness in patients with disorders of consciousness using soft-clustering. Brain Informatics Sophie Adama, Martin Bogdan
2023	—	`conf`	Canola seed or not? Autoencoder-based Anomaly Detection in AgriculturalSeedProduction. GI-Jahrestagung Maksim Kukushkin, Matthias Enders, Reinhard Kaschuba, Martin Bogdan, Thomas Schmid
2023	B	`conf`	Is Boredom an Indicator on the way to Singularity of Artificial Intelligence? Hypotheses as Thought-Provoking Impulse. ESANN Martin Bogdan
2023	C	`conf`	On optimizing morphological neural networks for hyperspectral image classification. ICMV Maksim Kukushkin, Martin Bogdan, Thomas Schmid
2023	B	`conf`	Sleep analysis in a CLIS patient using soft-clustering: a case study. ESANN Sophie Adama, Martin Bogdan
2022	—	`conf`	CoBEA: framework for evolving hardware by direct manipulation of FPGA bitstreams. GECCO Companion Jörn Hoffmann, Clemens Fritzsch, Martin Bogdan
2022	B	`conf`	Evolving Hardware by Direct Bitstream Manipulation of a Modern FPGA. CEC Clemens Fritzsch, Jörn Hoffmann, Martin Bogdan
2022	J	`jnl`	Extendable Hybrid Approach to Detect Conscious States in a CLIS Patient Using Machine Learning. Simul. Notes Eur. Sophie Adama, Shang-Ju Wu, Nicoletta Nicolaou, Martin Bogdan
2022	B	`conf`	Reduction of Bitstream Size for Low-Cost iCE40 FPGAs. FPL Clemens Fritzsch, Jörn Hoffmann, Martin Bogdan
2021	J	`jnl`	Support Vector Machine Classifiers Show High Generalizability in Automatic Fall Detection in Older Adults. Sensors Jalal Alizadeh, Martin Bogdan, Joseph Classen, Christopher Fricke
2021	—	`conf`	Yes/No Classification of EEG data from CLIS patients. EMBC Sophie Adama, Martin Bogdan
2020	J	`jnl`	Consciousness Detection in a Complete Locked-in Syndrome Patient through Multiscale Approach Analysis. Entropy Shang-Ju Wu, Nicoletta Nicolaou, Martin Bogdan
2020	—	`conf`	Longitudinal Analysis of the Connectivity and Complexity of Complete Locked-in Syndrome Patients Electroencephalographic signal. BIBM Sophie Adama, Ujwal Chaudhary, Niels Birbaumer, Martin Bogdan
2019	J	`jnl`	Neural networks for personalized item rankings. Neurocomputing Josef Feigl, Martin Bogdan
2018	—	`conf`	Improved Personalized Rankings Using Implicit Feedback. ICANN (1) Josef Feigl, Martin Bogdan
2018	B	`conf`	Neural Networks for Implicit Feedback Datasets. ESANN Josef Feigl, Martin Bogdan
2017	B	`conf`	Collaborative filtering with neural networks. ESANN Josef Feigl, Martin Bogdan
2017	—	`conf`	Enhancements on the Modified Stochastic Synaptic Model: The Functional Heterogeneity. ICANN (1) Karim El-Laithy, Martin Bogdan
2017	—	`conf`	Separated Random Number Generators for Virtual Machines. GI-Jahrestagung Clemens Fritzsch, Jörn Hoffmann, Martin Bogdan
2015	A	`conf`	Bordersearch: an adaptive identification of failure regions. DATE Markus Dobler, Manuel Harrant, Monica Rafaila, Georg Pelz, Wolfgang Rosenstiel, Martin Bogdan
2014	—	`conf`	Automated Quantification of the Relation between Resistor-capacitor Subcircuits from an Impedance Spectrum. BIOSIGNALS Thomas Schmid, Dorothee Günzel, Martin Bogdan
2014	—	`conf`	Cyfield-RISP: An OpenCL-generated processor for reconfigurable hardware. HPCS Jörn Hoffmann, Martin Bogdan
2014	J	`jnl`	Decoding stimulation intensity from evoked ECoG activity. Neurocomputing Armin Walter, Georgios Naros, Martin Spüler, Alireza Gharabaghi, Wolfgang Rosenstiel, Martin Bogdan
2014	—	`conf`	Detection and Utilization of Emotional State for Disabled Users. ICCHP (1) Yehya Mohamad, Dirk T. Hettich, Elaina Bolinger, Niels Birbaumer, Wolfgang Rosenstiel, Martin Bogdan, Tamara Matuz
2014	J	`jnl`	Estimation of diffusion coefficients from voltammetric signals by support vector and gaussian process regression. J. Cheminformatics Martin Bogdan, Dominik Brugger, Wolfgang Rosenstiel, Bernd Speiser
2014	C	`conf`	Explorative Analysis of Heterogeneous, Unstructured, and Uncertain Data - A Computer Science Perspective on Biodiversity Research. DATA Clemens Beckstein, Sebastian Böcker, Martin Bogdan, Helge Bruelheide, 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
2014	—	`conf`	Predicting Wrist Movement Trajectory from Ipsilesional ECoG in Chronic Stroke Patients. NEUROTECHNIX Martin Spüler, Wolfgang Rosenstiel, Martin Bogdan
2014	B	`conf`	TICoMS - A Modular and Message-Based Framework for Monitoring and Control of Medical Devices. CBMS Jörg Peter, Wilfried Klingert, Alfred Konigsrainer, Wolfgang Rosenstiel, Martin Bogdan, Martin Schenk
2013	B	`conf`	Decoding stimulation intensity from evoked ECoG activity using support vector regression. ESANN Armin Walter, Georgios Naros, Martin Spüler, Alireza Gharabaghi, Wolfgang Rosenstiel, Martin Bogdan
2013	—	`conf`	Dynamics of a Stimulation-evoked ECoG Potential During Stroke Rehabilitation - A Case Study. NEUROTECHNIX Armin Walter, Georgios Naros, Martin Spüler, Wolfgang Rosenstiel, Alireza Gharabaghi, Martin Bogdan
2013	B	`conf`	Efficient prediction of x-axis intercepts of discrete impedance spectra. ESANN Thomas Schmid, Dorothee Günzel, Martin Bogdan
2013	C	`conf`	Online Classification of Eye Tracking Data for Automated Analysis of Traffic Hazard Perception. ICANN Enkelejda Tafaj, Thomas C. Kübler, Gjergji Kasneci, Wolfgang Rosenstiel, Martin Bogdan
2013	—	`conf`	Rapid Design Space Exploration of a State-of-the-art PSI 5 Controller. MBMV Markus Dobler, Wolfgang Rosenstiel, Martin Bogdan, Monica Rafaila, Dirk Hammerschmidt, Georg Pelz
2013	C	`conf`	Unsupervised Online Calibration of a c-VEP Brain-Computer Interface (BCI). ICANN Martin Spüler, Wolfgang Rosenstiel, Martin Bogdan
2013	B	`conf`	Using Cross-Task Classification for Classifying Workload Levels in Complex Learning Tasks. ACII Carina Walter, Stephanie Schmidt, Wolfgang Rosenstiel, Peter Gerjets, Martin Bogdan
2012	C	`conf`	A brain-computer interface for chronic pain patients using epidural ECoG and visual feedback. BIBE Armin Walter, Georgios Naros, Alexander Roth, Wolfgang Rosenstiel, Alireza Gharabaghi, Martin Bogdan
2012	—	`conf`	Adaptive SVM-Based Classification Increases Performance of a MEG-Based Brain-Computer Interface (BCI). ICANN (1) Martin Spüler, Wolfgang Rosenstiel, Martin Bogdan
2012	B	`conf`	Bayesian online clustering of eye movement data. ETRA Enkelejda Tafaj, Gjergji Kasneci, Wolfgang Rosenstiel, Martin Bogdan
2012	—	`conf`	Cyfield-RISP: Generating Dynamic Instruction Set Processors for Reconfigurable Hardware Using OpenCL. ICANN (1) Jörn Hoffmann, Frank Güttler, Karim El-Laithy, Martin Bogdan
2012	B	`conf`	One Class SVM and Canonical Correlation Analysis increase performance in a c-VEP based Brain-Computer Interface (BCI). ESANN Martin Spüler, Wolfgang Rosenstiel, Martin Bogdan
2012	J	`jnl`	Principal component based covariate shift adaption to reduce non-stationarity in a MEG-based brain-computer interface. EURASIP J. Adv. Signal Process. Martin Spüler, Wolfgang Rosenstiel, Martin Bogdan
2012	—	`conf`	Temporal Finite-State Machines: A Novel Framework for the General Class of Dynamic Networks. ICONIP (2) Karim El-Laithy, Martin Bogdan
2011	—	`conf`	A Hypothetical Free Synaptic Energy Function and Related States of Synchrony. ICANN (2) Karim El-Laithy, Martin Bogdan
2011	J	`jnl`	A Reinforcement Learning Framework for Spiking Networks with Dynamic Synapses. Comput. Intell. Neurosci. Karim El-Laithy, Martin Bogdan
2011	B	`conf`	Classifying mental states with machine learning algorithms using alpha activity decline. ESANN Carina Walter, Gabriele Cierniak, Peter Gerjets, Wolfgang Rosenstiel, Martin Bogdan
2011	—	`conf`	Detection of motor planning and suppression with the help of electroencephalography. EMBC Anita G. Dieckgraeff, Axel Lindner, Wolfgang Rosenstiel, Martin Bogdan
2011	—	`conf`	Evaluating the QoS of WLANs for the IEEE 802.11 EDCF in real-time applications. ICCIT Riyadh Qashi, Martin Bogdan, Klaus Hänssgen
2011	J	`jnl`	Neural mechanisms of brain-computer interface control. NeuroImage Sebastian Halder, D. Agorastos, Ralf Veit, Eva M. Hammer, S. Lee, B. Varkuti, Martin Bogdan, Wolfgang Rosenstiel, Niels Birbaumer, Andrea Kübler
2011	—	`conf`	On the Capacity of Transient Internal States in Liquid-State Machines. ICANN (2) Karim El-Laithy, Martin Bogdan
2011	J	`jnl`	Online SVR Training by Solving the Primal Optimization Problem. J. Signal Process. Syst. Dominik Brugger, Wolfgang Rosenstiel, Martin Bogdan
2011	J	`jnl`	Real-Time Adaptive Microstimulation Increases Reliability of Electrically Evoked Cortical Potentials. IEEE Trans. Biomed. Eng. Dominik Brugger, Sergejus Butovas, Martin Bogdan, Cornelius Schwarz
2011	B	`conf`	Vishnoo - An open-source software for vision research. CBMS Enkelejda Tafaj, Thomas C. Kübler, Jörg Peter, Wolfgang Rosenstiel, Martin Bogdan
2010	—	`conf`	A Hebbian-Based Reinforcement Learning Framework for Spike-Timing-Dependent Synapses. ICANN (2) Karim El-Laithy, Martin Bogdan
2010	—	`conf`	An Enchanced Kinematic Model of the Human Thumb for an Artificial Hand. BIODEVICES Marc Franke, Martin Bogdan
2010	B	`conf`	Predicting spike-timing of a thalamic neuron using a stochastic synaptic model. ESANN Karim El-Laithy, Martin Bogdan
2010	—	`conf`	Simulating Biological-Inspired Spiking Neural Networks with OpenCL. ICANN (1) Jörn Hoffmann, Karim El-Laithy, Frank Güttler, Martin Bogdan
2010	—	`conf`	Transposing Simulated Self-organizing Robots into Reality using the PLUG&LEARN Architecture. IJCCI (ICFC-ICNC) Frank Güttler, Wolfgang Rabe, Jörn Hoffmann, Martin Bogdan, Ralf Der
2010	—	`conf`	Using an Artificial Neural Network to Determine Electrical Properties of Epithelia. ICANN (1) Thomas Schmid, Dorothee Günzel, Martin Bogdan
2009	C	`conf`	BCCI - A Bidirectional Cortical Communication Interface. IJCCI Armin Walter, Michael Bensch, Dominik Brugger, Wolfgang Rosenstiel, Martin Bogdan, Niels Birbaumer, Alireza Gharabaghi
2009	—	`conf`	Synchrony State Generation in Artificial Neural Networks with Stochastic Synapses. ICANN (1) Karim El-Laithy, Martin Bogdan
2008	J	`jnl`	Automatic Cluster Detection in Kohonen's SOM. IEEE Trans. Neural Networks Dominik Brugger, Martin Bogdan, Wolfgang Rosenstiel
2008	B	`conf`	Direct and inverse solution for a stimulus adaptation problem using SVR. ESANN Dominik Brugger, Sergejus Butovas, Martin Bogdan, Cornelius Schwarz, Wolfgang Rosenstiel
2007	J	`jnl`	Nessi: An EEG-Controlled Web Browser for Severely Paralyzed Patients. Comput. Intell. Neurosci. Michael Bensch, Ahmed A. Karim, Jürgen Mellinger, Thilo Hinterberger, Michael Tangermann, Martin Bogdan, Wolfgang Rosenstiel, Niels Birbaumer
2007	J	`jnl`	Online Artifact Removal for Brain-Computer Interfaces Using Support Vector Machines and Blind Source Separation. Comput. Intell. Neurosci. Sebastian Halder, Michael Bensch, Jürgen Mellinger, Martin Bogdan, Andrea Kübler, Niels Birbaumer, Wolfgang Rosenstiel
2007	J	`jnl`	Real-Time Fetal Heart Monitoring in Biomagnetic Measurements Using Adaptive Real-Time ICA. IEEE Trans. Biomed. Eng. Stephan Waldert, Michael Bensch, Martin Bogdan, Wolfgang Rosenstiel, Bernhard Schölkopf, Curtis L. Lowery, Hari Eswaran, Hubert Preissl
2007	—	`conf`	Self-Learning Prediction System for Optimisation of Workload Management in a Mainframe Operating System. ICEIS (2) Michael Bensch, Dominik Brugger, Wolfgang Rosenstiel, Martin Bogdan, Wilhelm G. Spruth, Peter Baeuerle
2006	B	`conf`	Artificial neural networks and machine learning for man-machine-interfaces - processing of nervous signals. ESANN Martin Bogdan, Michael Bensch
2005	A*	`conf`	A brain computer interface with online feedback based on magnetoencephalography. ICML Thomas Navin Lal, Michael Schröder, N. Jeremy Hill, Hubert Preißl, Thilo Hinterberger, Jürgen Mellinger, Martin Bogdan, Wolfgang Rosenstiel, Thomas Hofmann, Niels Birbaumer, Bernhard Schölkopf
2005	—	`conf`	ANN-Based System for Sorting Spike Waveforms Employing Refractory Periods. ICANN (1) Thomas Hermle, Martin Bogdan, Cornelius Schwarz, Wolfgang Rosenstiel
2005	B	`conf`	Feature selection for high-dimensional industrial data. ESANN Michael Bensch, Michael Schröder, Martin Bogdan, Wolfgang Rosenstiel
2005	J	`jnl`	Robust EEG Channel Selection across Subjects for Brain-Computer Interfaces. EURASIP J. Adv. Signal Process. Michael Schröder, Thomas Navin Lal, Thilo Hinterberger, Martin Bogdan, N. Jeremy Hill, Niels Birbaumer, Wolfgang Rosenstiel, Bernhard Schölkopf
2004	J	`jnl`	Support vector channel selection in BCI. IEEE Trans. Biomed. Eng. Thomas Navin Lal, Michael Schröder, Thilo Hinterberger, Jason Weston, Martin Bogdan, Niels Birbaumer, Bernhard Schölkopf
2004	A	`conf`	Synthesis of Embedded SystemC Design: A Case Study of Digital Neural Networks. DATE Djones Lettnin, Axel G. Braun, Martin Bogdan, Joachim Gerlach, Wolfgang Rosenstiel
2003	B	`conf`	Towards the restoration of hand grasp function of quadriplegic patients based on an artificial neural net controller using peripheral nerve stimulation - an approach. ESANN Martin Bogdan, Michael Schröder, Wolfgang Rosenstiel
2001	B	`conf`	Artificial neural net based controller using interfaces to the peripheral nervous system. SMC Martin Bogdan
2001	B	`conf`	Detection of cluster in Self-Organizing Maps for controlling a prostheses using nerve signals. ESANN Martin Bogdan, Wolfgang Rosenstiel
1999	B	`conf`	Application of Artificial Neural Networks for Different Engineering Problems. SOFSEM Martin Bogdan, Wolfgang Rosenstiel