DocumentCode
2715464
Title
A hardware implementation of real-time epileptic seizure detector on FPGA
Author
Chen, Tsan-Jieh ; Jeng, Chi ; Chang, Shun-Ting ; Chiueh, Herming ; Liang, Sheng-Fu ; Hsu, Yu-Cheng ; Chien, Tzu-Chieh
Author_Institution
Dept. of Electr. Eng., Nat. Chiao Tung Univ., Hsinchu, Taiwan
fYear
2011
fDate
10-12 Nov. 2011
Firstpage
25
Lastpage
28
Abstract
A considerable portion of epilepsy cannot be well treated by today´s available therapies. Brain stimulation with closed-loop seizure control was recently proposed. In our previous work, high accuracy of seizure controller (92-99% during wake-sleep states) using a microcontroller has been proposed and implemented to verify functionality of seizure detection and suppression on a freely moving rat. In this paper, the soft intellectual property (IP) of epileptic seizure detector in the implantable system on chip (SoC) for epileptic seizure control is proposed to achieve continuous real-time processing and low power consumption. All the essential macros for epileptic seizure detector are implemented and integrated in field programmable gate array (FPGA) to verify functionality and capability. The evaluation results of the prototype supported possible application of a portable and continuous real-time seizure control.
Keywords
bioelectric potentials; biomedical electronics; brain; closed loop systems; field programmable gate arrays; medical control systems; medical disorders; microcontrollers; neurophysiology; prosthetics; system-on-chip; FPGA; brain stimulation; closed loop seizure control; epileptic seizure control; field programmable gate array; hardware implementation; implantable system on chip; microcontroller; real time epileptic seizure detector; seizure controller; seizure detection; seizure suppression; soft intellectual property; wake-sleep state; Detectors; Electroencephalography; Entropy; Field programmable gate arrays; Prototypes; Rats; Real time systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Circuits and Systems Conference (BioCAS), 2011 IEEE
Conference_Location
San Diego, CA
Print_ISBN
978-1-4577-1469-6
Type
conf
DOI
10.1109/BioCAS.2011.6107718
Filename
6107718
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