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MACHINE-BASED PATIENT-SPECIFIC SEIZURE CLASSIFICATION SYSTEM

  • US 20140235990A1
  • Filed: 02/18/2014
  • Published: 08/21/2014
  • Est. Priority Date: 02/15/2013
  • Status: Active Grant
First Claim
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1. A device, comprising:

  • an analog front-end (AFE) to sense electroencephalography (EEG) information;

    a digital back end (DBE) including at least a feature extraction (FE) engine and a non-linear support vector machine (NL-SVM) classification engine to determine onset of a seizure based on the EEG information; and

    an analog-to-digital converter (A/D) stage to convert analog signals provided by the AFE for use by the DFE.

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