Approximate Feature Extraction for Low Power Epileptic Seizure Prediction in Wearable Devices

2021 IEEE Nordic Circuits and Systems Conference (NorCAS)(2021)

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摘要
Epilepsy is a pervasive disorder that causes abrupt seizure attacks. This paper presents an FPGA-based logic implementation that detects impending seizure attacks using the Electroencephalogram (EEG) data-set of epileptic patients. The feature extraction is done using a 2-dimensional Fast Fourier Transform hardware architecture, and the classification is done using a software-based Artificial Neur...
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关键词
Performance evaluation,Frequency synthesizers,Wearable computers,Artificial neural networks,Sensitivity and specificity,Brain modeling,Feature extraction
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