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Long-term monitoring of patients with epilepsy presents a challenging problem from the engineering perspective of real-time detection and wearable devices design.
“Hyperdimensional Computing for Blind and One-Shot Classification of EEG Error-Related Potentials”
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“PhysioBank, PhysioToolkit, and PhysioNet” Publisher: American Heart Association
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“Seizure prediction: the long and winding road”
Florian Mormann et al · 2007
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“Principal Component Analysis-Enhanced Cosine Radial Basis Function Neural Network for Robust Epilepsy and Seizure Detection” Conference Name: IEEE Transactions on Biomedical Engineering
S. Ghosh-Dastidar et al · 2007
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“Hyperdimensional Computing: An Introduction to Computing in Distributed Representation with High-Dimensional Random Vectors”
Pentti Kanerva · 2009
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“Application of machine learning to epileptic seizure onset detection and treatment”, 2009
Ali Shoeb · 2009
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“Continuous monitoring of electrodermal activity during epileptic seizures using a wearable sensor” ISSN: 1558-4615
M. Poh et al · 2010
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“Evidence-based review on the natural history of the epilepsies”
Dieter Schmidt and Matti Sillanpää · 2012
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“Detection of generalized tonic–clonic seizures by a wireless wrist accelerometer: A prospective, multicenter study” _eprint: https://onlinelibrary.wiley.com/doi/pdf/10.1111/epi.12120
Sándor Beniczky et al · 2013
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“Hyperdimensional biosignal processing: A case study for EMG-based hand gesture recognition”
A. Rahimi et al · 2016
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“e-Glass: A Wearable System for Real-Time Detection of Epileptic Seizures” ISSN: 2379-447X
Dionisije Sopic et al · 2018
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“One-shot Learning for iEEG Seizure Detection Using End-to-end Binary Operations: Local Binary Patterns with Hyperdimensional Computing”
Alessio Burrello et al · 2018
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“Seizure detection by convolutional neural network-based analysis of scalp electroencephalography plot images”
Ali Emami et al · 2019
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“HDCluster: An Accurate Clustering Using Brain-Inspired High-Dimensional Computing” ISSN: 1558-1101
Mohsen Imani et al · 2019
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“Objective evaluation metrics for automatic classification of EEG events” arXiv: 1712.10107
Saeedeh Ziyabari et al · 2019
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“An Ensemble of Hyperdimensional Classifiers: Hardware-Friendly Short-Latency Seizure Detection With Automatic iEEG Electrode Selection” Conference Name: IEEE Journal of Biomedical and Health Informatics
Alessio Burrello et al · 2020
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“Detection of Epileptic Seizures from Surface EEG Using Hyperdimensional Computing” ISSN: 2694-0604
F. Asgarinejad et al · 2020
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“Robust Epileptic Seizure Detection on Wearable Systems with Reduced False-Alarm Rate”
Renato Zanetti et al · 2020
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“SemiHD: Semi-Supervised Learning Using Hyperdimensional Computing” ISSN: 1558-2434
Mohsen Imani et al · 2019
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“AdaptHD: Adaptive Efficient Training for Brain-Inspired Hyperdimensional Computing”
M. Imani et al · 2019
Cited alongside, same era.
“A Framework for Collaborative Learning in Secure High-Dimensional Space” ISSN: 2159-6190
Mohsen Imani et al · 2019
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“Hyperdimensional Computing-based Multimodality Emotion Recognition with Physiological Signals”
En-Jui Chang et al · 2019
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“Validation of Temporal Scoring Metrics for Automatic Seizure Detection” ISSN: 2473-716X
V. Shah et al · 2020
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Una Pale et al · 2021
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“Real-Time and Robust Hyperdimensional Classification”
Alejandro Hernández-Cano et al · 2021
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