Applicability of Hyperdimensional Computing to Seizure Detection

Applicability of Hyperdimensional Computing to Seizure Detection

Hyperdimensional (HD) computing is a form of brain-inspired computing which can be applied to numerous classification problems. In past research, it has been shown that seizures can be detected from electroencephalograms (EEG) with high accuracy using local binary pattern (LBP) encoding. This paper...

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Bibliographic Details
Main Authors: Lulu Ge, Keshab K. Parhi
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Open Journal of Circuits and Systems
Subjects:
Hyperdimensional (HD) computing
classification
seizure detection
local binary pattern (LBP)
power spectral density (PSD)
Fisher score
Online Access:https://ieeexplore.ieee.org/document/9744111/

Internet

https://ieeexplore.ieee.org/document/9744111/

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