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Intracranial Error Detection via Deep Learning

2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2018, p.568-575

2018

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IEEE_Xplore

Cross-Paradigm Pretraining of Convolutional Networks Improves Intracranial EEG Decoding

2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2018, p.1046-1053

2018

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IEEE_Xplore

Adaptive Classification for Brain Computer Interfaces

2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2007, Vol.2007, p.2536-2539

2007

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IEEE_Xplore

Seizure prediction in epilepsy: From circadian concepts via probabilistic forecasting to statistical evaluation

2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011, Vol.2011, p.1624-1627

2011

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IEEE_Xplore

Estimation of the epileptogenic-zone with HFO sub-groups exhibiting various levels of epileptogenicity

2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019, Vol.2019, p.2543-2546

2019

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Hardware Implementation of a Performance and Energy-optimized Convolutional Neural Network for Seizure Detection

2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2018, Vol.2018, p.2268-2271

2018

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An Optimized EEG-Based Seizure Detection Algorithm for Implantable Devices

2021 10th International IEEE/EMBS Conference on Neural Engineering (NER), 2021, p.995-998

2021

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IEEE_Xplore

Differentiation of spindle associated hippocampal HFOs based on a correlation analysis

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.5501-5504

2016

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IEEE_Xplore

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, p.1-6

2019

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Depuration, augmentation and balancing of training data for supervised learning based detectors of EEG patterns

2017 8th International IEEE/EMBS Conference on Neural Engineering (NER), 2017, p.497-500

2017

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IEEE_Xplore

A novel approach for multiscale source analysis and modeling of epileptic spikes

2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015, Vol.2015, p.6634-6637

2015

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IEEE_Xplore

Statistical validation of event predictors: a comparative study based on the field of seizure prediction

Physical review. E, Statistical, nonlinear, and soft matter physics, 2011-06, Vol.83 (6 Pt 2), p.066704-066704, Article 066704

2011

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The influence of stimulation parameters on the relative phase clustering index

2015 7th International IEEE/EMBS Conference on Neural Engineering (NER), 2015, p.898-901

2015

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IEEE_Xplore

Prescreening seizure-like events in a rat model of epilepsy A: A 2D video processing method

2013 6th International IEEE/EMBS Conference on Neural Engineering (NER), 2013, p.113-116

2013

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IEEE_Xplore

Prescreening seizure-like events in a rat model of epilepsy B: A 3D online video processing method

2013 6th International IEEE/EMBS Conference on Neural Engineering (NER), 2013, p.1242-1245

2013

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IEEE_Xplore

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Intracranial Error Detection via Deep Learning

Cross-Paradigm Pretraining of Convolutional Networks Improves Intracranial EEG Decoding

Adaptive Classification for Brain Computer Interfaces

Seizure prediction in epilepsy: From circadian concepts via probabilistic forecasting to statistical evaluation

Estimation of the epileptogenic-zone with HFO sub-groups exhibiting various levels of epileptogenicity

Hardware Implementation of a Performance and Energy-optimized Convolutional Neural Network for Seizure Detection

An Optimized EEG-Based Seizure Detection Algorithm for Implantable Devices

Differentiation of spindle associated hippocampal HFOs based on a correlation analysis

Using multimodal biosignal data from wearables to detect focal motor seizures in individual epilepsy patients

Depuration, augmentation and balancing of training data for supervised learning based detectors of EEG patterns

A novel approach for multiscale source analysis and modeling of epileptic spikes

Statistical validation of event predictors: a comparative study based on the field of seizure prediction

The influence of stimulation parameters on the relative phase clustering index

Prescreening seizure-like events in a rat model of epilepsy A: A 2D video processing method

Prescreening seizure-like events in a rat model of epilepsy B: A 3D online video processing method

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