Matthias Dümpelmann
Orcid: 0000-0002-1476-7777
According to our database1,
Matthias Dümpelmann
authored at least 19 papers
between 1996 and 2022.
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Bibliography
2022
Intra- and Inter-Subject Perspectives on the Detection of Focal Onset Motor Seizures in Epilepsy Patients.
Sensors, 2022
2021
Identification of Ictal Tachycardia in Focal Motor- and Non-Motor Seizures by Means of a Wearable PPG Sensor.
Sensors, 2021
Automatic Electroencephalogram Artifact Removal Using Deep Convolutional Neural Networks.
IEEE Access, 2021
Proceedings of the 10th International IEEE/EMBS Conference on Neural Engineering, 2021
2020
In vivo-assessment of the human temporal network: Evidence for asymmetrical effective connectivity.
NeuroImage, 2020
2019
Using multimodal biosignal data from wearables to detect focal motor seizures in individual epilepsy patients.
Proceedings of the 6th international Workshop on Sensor-based Activity Recognition and Interaction, 2019
Estimation of the epileptogenic-zone with HFO sub-groups exhibiting various levels of epileptogenicity.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
Early Seizure Detection with an Energy-Efficient Convolutional Neural Network on an Implantable Microcontroller.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Hardware Implementation of a Performance and Energy-optimized Convolutional Neural Network for Seizure Detection.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
Physiological Ripples Associated with Sleep Spindles Differ in Waveform Morphology from Epileptic Ripples.
Int. J. Neural Syst., 2017
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017
Depuration, augmentation and balancing of training data for supervised learning based detectors of EEG patterns.
Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017
2016
NeuroImage, 2016
Differentiation of spindle associated hippocampal HFOs based on a correlation analysis.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
Early Seizure Detection Algorithm Based on Intracranial EEG and Random Forest Classification.
Int. J. Neural Syst., 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2006
Influence of anisotropic conductivity on EEG source reconstruction: investigations in a rabbit model.
IEEE Trans. Biomed. Eng., 2006
1996
Proceedings of the Artificial Neural Networks, 1996