• DocumentCode
    2495163
  • Title

    A low-power high-sensitivity CMOS mixed-signal seizure-onset detector

  • Author

    Safi-Harb, M. ; Salam, M. Tariqus ; Mirabbasi, S. ; Nguyen, D.K. ; Sawan, M.

  • Author_Institution
    Polystim Neurotechnologies Lab., Ecole Polytech. de Montreal, Montreal, QC, Canada
  • fYear
    2011
  • fDate
    Aug. 30 2011-Sept. 3 2011
  • Firstpage
    5847
  • Lastpage
    5850
  • Abstract
    In this paper, we present a new seizure detection algorithm and the associated CMOS circuitry implementation. The proposed low-power seizure detector is a good candidate for an implantable epilepsy prosthesis. The device is designed for patient-specific seizure detection with a one variable parameter. The parameter value is extracted from a single seizure that is subsequently excluded from the validation phase. A two-path system is also proposed to minimize the detection delay. The algorithm is first validated using MATLAB® tools and then implemented and validated using circuits designed in a standard 0.18-μm CMOS process with a total power dissipation of 7.08 μW. A total of 13 seizures from two drug-resistant epileptic patients are assessed using the proposed algorithm and resulted in 100% sensitivity and a mean detection delay of 9.7 s after electrical onset.
  • Keywords
    CMOS integrated circuits; bioelectric phenomena; biomedical electronics; drugs; integrated circuit design; low-power electronics; medical disorders; mixed analogue-digital integrated circuits; CMOS circuitry implementation; MATLAB tools; detection delay; drug-resistant epileptic patients; electrical onset; implantable epilepsy prosthesis; low-power high-sensitivity CMOS mixed-signal seizure-onset detector; patient-specific seizure detection; power 7.08 muW; power dissipation; seizure detection algorithm; size 0.18 mum; standard CMOS process; Algorithm design and analysis; CMOS integrated circuits; Delay; Detectors; Epilepsy; Hardware; Radiation detectors; Adult; Algorithms; Diagnosis, Computer-Assisted; Electric Power Supplies; Electroencephalography; Equipment Design; Equipment Failure Analysis; Humans; Reproducibility of Results; Seizures; Sensitivity and Specificity; Signal Processing, Computer-Assisted; Transistors, Electronic; Young Adult;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
  • Conference_Location
    Boston, MA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4121-1
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2011.6091446
  • Filename
    6091446