An Energy Efficient Epileptic Seizure Detector

被引:0
|
作者
Abu Sayeed, Md [1 ]
Mohanty, Saraju P. [1 ]
Kougianos, Elias [2 ]
Zaveri, Hitten [3 ]
机构
[1] Univ North Texas, Dept Comp Sci & Engn, Denton, TX 76203 USA
[2] Univ North Texas, Dept Engn Technol, Denton, TX 76203 USA
[3] Yale Univ, Dept Neurol, New Haven, CT 06520 USA
关键词
Energy Efficient Design; Epilepsy; Seizure; Hypersynchronous; EEG;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Epilepsy is one of the most common neurological disorders affecting up to 1% of the world's population and approximately 2.5 million people in the United States. Seizures in more than 30% of epilepsy patients are resistant to anti-epileptic drugs. A significant biomedical research is focused on the development of an energy efficient implantable integrated circuit for real-time detection of seizures. In this paper we propose an architecture for an implantable seizure detector using a hyper-synchronous signal detection circuit and signal rejection algorithm (SRA). The proposed seizure detector (SD) continuously monitors neural signals for hyper-synchronous pulses and extracts the seizure onset signal. If the pulses in an epoch exceed a threshold value, a seizure is declared. The design was validated using Simulink (R). The signal rejection algorithm (SRA) reduces false detection and minimal circuitry leads to a 12% reduction of power consumption.
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页数:4
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