Hardware Design of Real Time Epileptic Seizure Detection Based on STFT and SVM

Hardware Design of Real Time Epileptic Seizure Detection Based on STFT and SVM

Closed-loop stimulation of many neurological disorders, such as epilepsy, is an emerging technology and regarded as a promising alternative for surgical and drug treatment. In this paper, a real-time seizure detection algorithm based on STFT and support vector machine (SVM) and its field-programmabl...

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Bibliographic Details
Main Authors: Hongda Wang, Weiwei Shi, Chiu-Sing Choy
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Channel selection
electroencephalography
field programmable gate arrays
feature selection
fast Fourier transforms
high level synthesis
Online Access:https://ieeexplore.ieee.org/document/8467308/

Internet

https://ieeexplore.ieee.org/document/8467308/

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