Matthias Dümpelmann

20 papers B 2C 1Journal 9Unranked 8

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