Benjamin H. Brinkmann

Orcid: 0000-0002-2392-8608

According to our database1, Benjamin H. Brinkmann authored at least 29 papers between 1996 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2022
Integrated human-machine interface for closed-loop stimulation using implanted and wearable devices.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Deep Generative Networks for Algorithm Development in Implantable Neural Technology.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

2021
Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizability.
Proceedings of the Machine Learning for Health, 2021

Seizure Forecasting from Subcutaneous EEG Using Long Short Term Memory Neural Networks: Algorithm Development and Optimization.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
Semi-supervised training data selection improves seizure forecasting in canines with epilepsy.
Biomed. Signal Process. Control., 2020

Electrophysiological Correlates of Brain Health Help Diagnose Epilepsy and Lateralize Seizure Focus.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
Intracerebral EEG Artifact Identification Using Convolutional Neural Networks.
Neuroinformatics, 2019

2018
Towards Improved Design and Evaluation of Epileptic Seizure Predictors.
IEEE Trans. Biomed. Eng., 2018

A Chronically Implantable Neural Coprocessor for Investigating the Treatment of Neurological Disorders.
IEEE Trans. Biomed. Circuits Syst., 2018

Integrating Artificial Intelligence with Real-time Intracranial EEG Monitoring to Automate Interictal Identification of Seizure Onset Zones in Focal Epilepsy.
CoRR, 2018

Creating neural "co-processors" to explore treatments for neurological disorders.
Proceedings of the 2018 IEEE International Solid-State Circuits Conference, 2018

Convolutional Neural Networks for Epileptic Seizure Prediction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
SVM-Based System for Prediction of Epileptic Seizures From iEEG Signal.
IEEE Trans. Biomed. Eng., 2017

Seizure Forecasting and the Preictal State in Canine Epilepsy.
Int. J. Neural Syst., 2017

EEG-GRAPH: A Factor-Graph-Based Model for Capturing Spatial, Temporal, and Observational Relationships in Electroencephalograms.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Inter-ictal Seizure Onset Zone localization using unsupervised clustering and Bayesian Filtering.
Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017

Continuous active probing and modulation of neural networks with a wireless implantable system.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2017

Live demonstration: Continuous active probing and modulation of neural networks with a wireless implantable system.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2017

2016
Feasibility of tracked electrodes for use in epilepsy surgery.
Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016

2015
Corrections to "Noninvasive Imaging of the High Frequency Brain Activity in Focal Epilepsy Patients".
IEEE Trans. Biomed. Eng., 2015

Reliable seizure prediction from EEG data.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014
Noninvasive Imaging of the High Frequency Brain Activity in Focal Epilepsy Patients.
IEEE Trans. Biomed. Eng., 2014

Using functional MRI alone for localization in focal epilepsy.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2012
Dynamic seizure imaging in patients with extratemporal lobe epilepsy.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Dynamic imaging of ictal oscillations using non-invasive high-resolution EEG.
NeuroImage, 2011

Dynamic imaging of ictal rhythmic activity using dense-array EEG.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

1998
Optimized Homorphic Unsharp Masking for MR Grayscale Inhomogeneity Correction.
IEEE Trans. Medical Imaging, 1998

Multimodality Imaging for Epilepsy Diagnosis and Surgical Focus Localization: Three-Cimensional Image Correlation and Dual Isotope SPECT.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998

1996
Quantitative analysis of statistical methods of grayscale inhomogeneity correction in magnetic resonance images.
Proceedings of the Medical Imaging 1996: Image Processing, 1996


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