Matthias Dümpelmann

Publication Activity (10 Years)

Years Active: 1996-2022
Publications (10 Years): 15

Top Topics

Convolutional Neural Network

Detection Algorithm

Epileptic Seizures

Top Venues

Publications

Sebastian Böttcher, Elisa Bruno, Nino Epitashvili, Matthias Dümpelmann, Nicolas Zabler, Martin Glasstetter, Valentina Ticcinelli, Sarah Thorpe, Simon Lees, Kristof Van Laerhoven, Mark P. Richardson, Andreas Schulze-Bonhage
Intra- and Inter-Subject Perspectives on the Detection of Focal Onset Motor Seizures in Epilepsy Patients. Sensors 22 (9) (2022)
Fábio Lopes, Adriana Leal, Julio Medeiros, Mauro Pinto, António Dourado, Matthias Dümpelmann, César Teixeira
Automatic Electroencephalogram Artifact Removal Using Deep Convolutional Neural Networks. IEEE Access 9 (2021)
Martin Glasstetter, Sebastian Böttcher, Nicolas Zabler, Nino Epitashvili, Matthias Dümpelmann, Mark P. Richardson, Andreas Schulze-Bonhage
Identification of Ictal Tachycardia in Focal Motor- and Non-Motor Seizures by Means of a Wearable PPG Sensor. Sensors 21 (18) (2021)
Farrokh Manzouri, Lakshay Khurana, Kristina Kravalis, Thomas Stieglitz, Andreas Schulze-Bonhage, Matthias Dümpelmann
An Optimized EEG-Based Seizure Detection Algorithm for Implantable Devices. NER (2021)
Yulia Novitskaya, Matthias Dümpelmann, Andreas Vlachos, Peter C. Reinacher, Andreas Schulze-Bonhage
In vivo-assessment of the human temporal network: Evidence for asymmetrical effective connectivity. NeuroImage 214 (2020)
Daniel Lachner Piza, Julia Jacobs, Andreas Schulze-Bonhage, Thomas Stieglitz, Matthias Dümpelmann
Estimation of the epileptogenic-zone with HFO sub-groups exhibiting various levels of epileptogenicity. EMBC (2019)
Sebastian Böttcher, Nikolay V. Manyakov, Nino Epitashvili, Amos Folarin, Mark P. Richardson, Matthias Dümpelmann, Andreas Schulze-Bonhage, Kristof Van Laerhoven
Using multimodal biosignal data from wearables to detect focal motor seizures in individual epilepsy patients. iWOAR (2019)
Maria Hügle, Simon Heller, Manuel Watter, Manuel Blum, Farrokh Manzouri, Matthias Dümpelmann, Andreas Schulze-Bonhage, Peter Woias, Joschka Boedecker
Early Seizure Detection with an Energy-Efficient Convolutional Neural Network on an Implantable Microcontroller. CoRR (2018)
Maria Hügle, Simon Heller, Manuel Watter, Manuel Blum, Farrokh Manzouri, Matthias Dümpelmann, Andreas Schulze-Bonhage, Peter Woias, Joschka Boedecker
Early Seizure Detection with an Energy-Efficient Convolutional Neural Network on an Implantable Microcontroller. IJCNN (2018)
Simon Heller, Maria Hügle, Iman Nematollahi, Farrokh Manzouri, Matthias Dümpelmann, Andreas Schulze-Bonhage, Joschka Boedecker, Peter Woias
Hardware Implementation of a Performance and Energy-optimized Convolutional Neural Network for Seizure Detection. EMBC (2018)
Jonas C. Bruder, Matthias Dümpelmann, Daniel Lachner Piza, Malenka Mader, Andreas Schulze-Bonhage, Julia Jacobs
Physiological Ripples Associated with Sleep Spindles Differ in Waveform Morphology from Epileptic Ripples. Int. J. Neural Syst. 27 (7) (2017)
Farrokh Manzouri, Andreas Schulze-Bonhage, Matthias Dümpelmann, Simon Heller, Peter Woias
Optimized detector for closed-loop devices for neurostimulation. SMC (2017)
Daniel Lachner Piza, Andreas Schulze-Bonhage, Thomas Stieglitz, Julia Jacobs, Matthias Dümpelmann
Depuration, augmentation and balancing of training data for supervised learning based detectors of EEG patterns. NER (2017)
Lukas Dominique Josef Fiederer, Johannes Vorwerk, Felix Lucka, Moritz Dannhauer, Shan Yang, Matthias Dümpelmann, Andreas Schulze-Bonhage, Ad Aertsen, Oliver Speck, Carsten H. Wolters, Tonio Ball
The role of blood vessels in high-resolution volume conductor head modeling of EEG. NeuroImage 128 (2016)
Daniel Lachner Piza, Jonas C. Bruder, Julia Jacobs, Andreas Schulze-Bonhage, Thomas Stieglitz, Matthias Dümpelmann
Differentiation of spindle associated hippocampal HFOs based on a correlation analysis. EMBC (2016)
Matthias Dümpelmann, Delphine Cosandier-Rimélé, Georgia Ramantani, Andreas Schulze-Bonhage
A novel approach for multiscale source analysis and modeling of epileptic spikes. EMBC (2015)
Matthias Dümpelmann, Mariel Cadena da Matta, Marcela Maria Pereira de Lemos Pinto, Thiago de Salazar e Fernandes, Edvane Borges da Silva, Ademir Amaral
Image processing in biodosimetry: A proposal of a generic free software platform. EMBC (2015)
Cristian Donos, Matthias Dümpelmann, Andreas Schulze-Bonhage
Early Seizure Detection Algorithm Based on Intracranial EEG and Random Forest Classification. Int. J. Neural Syst. 25 (5) (2015)
Daniel Güllmar, Jens Haueisen, Michael Eiselt, Frank Giessler, Lars Flemming, Alfred Anwander, Thomas R. Knösche, Carsten H. Wolters, Matthias Dümpelmann, David S. Tuch, Jürgen R. Reichenbach
Influence of anisotropic conductivity on EEG source reconstruction: investigations in a rabbit model. IEEE Trans. Biomed. Eng. 53 (9) (2006)
Matthias Dümpelmann, Christian Erich Elger
Separating EEG Spike-Clusters in Epilepsy by a Growing and Splitting Net. ICANN (1996)