Martin Bogdan
Orcid: 0000-0002-6455-127XAffiliations:
- University of Leipzig, Germany
According to our database1,
Martin Bogdan
authored at least 73 papers
between 1999 and 2023.
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Bibliography
2023
Assessing consciousness in patients with disorders of consciousness using soft-clustering.
Brain Informatics, December, 2023
Canola seed or not? Autoencoder-based Anomaly Detection in AgriculturalSeedProduction.
Proceedings of the 53. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2023, Designing Future, 2023
2022
Extendable Hybrid Approach to Detect Conscious States in a CLIS Patient Using Machine Learning.
Simul. Notes Eur., 2022
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Proceedings of the 32nd International Conference on Field-Programmable Logic and Applications, 2022
Proceedings of the IEEE Congress on Evolutionary Computation, 2022
2021
Support Vector Machine Classifiers Show High Generalizability in Automatic Fall Detection in Older Adults.
Sensors, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
Consciousness Detection in a Complete Locked-in Syndrome Patient through Multiscale Approach Analysis.
Entropy, 2020
Longitudinal Analysis of the Connectivity and Complexity of Complete Locked-in Syndrome Patients Electroencephalographic signal.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020
2019
2018
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018
2017
Enhancements on the Modified Stochastic Synaptic Model: The Functional Heterogeneity.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017
Proceedings of the 47. Jahrestagung der Gesellschaft für Informatik, 2017
Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017
2015
Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015
2014
Estimation of diffusion coefficients from voltammetric signals by support vector and gaussian process regression.
J. Cheminformatics, 2014
Predicting Wrist Movement Trajectory from Ipsilesional ECoG in Chronic Stroke Patients.
Proceedings of the 2nd International Congress on Neurotechnology, 2014
Proceedings of the Computers Helping People with Special Needs, 2014
Proceedings of the International Conference on High Performance Computing & Simulation, 2014
Explorative Analysis of Heterogeneous, Unstructured, and Uncertain Data - A Computer Science Perspective on Biodiversity Research.
Proceedings of the DATA 2014, 2014
TICoMS - A Modular and Message-Based Framework for Monitoring and Control of Medical Devices.
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014
Automated Quantification of the Relation between Resistor-capacitor Subcircuits from an Impedance Spectrum.
Proceedings of the BIOSIGNALS 2014, 2014
2013
Dynamics of a Stimulation-evoked ECoG Potential During Stroke Rehabilitation - A Case Study.
Proceedings of the International Congress on Neurotechnology, Electronics and Informatics, 2013
Rapid Design Space Exploration of a State-of-the-art PSI 5 Controller.
Proceedings of the Methoden und Beschreibungssprachen zur Modellierung und Verifikation von Schaltungen und Systemen (MBMV), 2013
Online Classification of Eye Tracking Data for Automated Analysis of Traffic Hazard Perception.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2013, 2013
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2013, 2013
Decoding stimulation intensity from evoked ECoG activity using support vector regression.
Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013
Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013
Using Cross-Task Classification for Classifying Workload Levels in Complex Learning Tasks.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013
2012
Principal component based covariate shift adaption to reduce non-stationarity in a MEG-based brain-computer interface.
EURASIP J. Adv. Signal Process., 2012
Temporal Finite-State Machines: A Novel Framework for the General Class of Dynamic Networks.
Proceedings of the Neural Information Processing - 19th International Conference, 2012
Adaptive SVM-Based Classification Increases Performance of a MEG-Based Brain-Computer Interface (BCI).
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012
Cyfield-RISP: Generating Dynamic Instruction Set Processors for Reconfigurable Hardware Using OpenCL.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012
Proceedings of the 2012 Symposium on Eye-Tracking Research and Applications, 2012
One Class SVM and Canonical Correlation Analysis increase performance in a c-VEP based Brain-Computer Interface (BCI).
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012
A brain-computer interface for chronic pain patients using epidural ECoG and visual feedback.
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012
2011
J. Signal Process. Syst., 2011
Real-Time Adaptive Microstimulation Increases Reliability of Electrically Evoked Cortical Potentials.
IEEE Trans. Biomed. Eng., 2011
Comput. Intell. Neurosci., 2011
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011
Classifying mental states with machine learning algorithms using alpha activity decline.
Proceedings of the 19th European Symposium on Artificial Neural Networks, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 24th IEEE International Symposium on Computer-Based Medical Systems, 2011
2010
Transposing Simulated Self-organizing Robots into Reality using the PLUG&LEARN Architecture.
Proceedings of the ICFC-ICNC 2010, 2010
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010
A Hebbian-Based Reinforcement Learning Framework for Spike-Timing-Dependent Synapses.
Proceedings of the Artificial Neural Networks, 2010
Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010
An Enchanced Kinematic Model of the Human Thumb for an Artificial Hand.
Proceedings of the BIODEVICES 2010, 2010
2009
BCCI - A Bidirectional Cortical Communication Interface.
Proceedings of the IJCCI 2009, 2009
Proceedings of the Artificial Neural Networks, 2009
2008
Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008
2007
Real-Time Fetal Heart Monitoring in Biomagnetic Measurements Using Adaptive Real-Time ICA.
IEEE Trans. Biomed. Eng., 2007
Online Artifact Removal for Brain-Computer Interfaces Using Support Vector Machines and Blind Source Separation.
Comput. Intell. Neurosci., 2007
Comput. Intell. Neurosci., 2007
Self-Learning Prediction System for Optimisation of Workload Management in a Mainframe Operating System.
Proceedings of the ICEIS 2007, 2007
2006
Artificial neural networks and machine learning for man-machine-interfaces - processing of nervous signals.
Proceedings of the 14th European Symposium on Artificial Neural Networks, 2006
2005
EURASIP J. Adv. Signal Process., 2005
Proceedings of the Machine Learning, 2005
Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005
Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005
2004
Proceedings of the 2004 Design, 2004
2003
Towards the restoration of hand grasp function of quadriplegic patients based on an artificial neural net controller using peripheral nerve stimulation - an approach.
Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003
2001
Artificial neural net based controller using interfaces to the peripheral nervous system.
Proceedings of the IEEE International Conference on Systems, 2001
Detection of cluster in Self-Organizing Maps for controlling a prostheses using nerve signals.
Proceedings of the 9th European Symposium on Artificial Neural Networks, 2001
1999
Proceedings of the SOFSEM '99, Theory and Practice of Informatics, 26th Conference on Current Trends in Theory and Practice of Informatics, Milovy, Czech Republic, November 27, 1999