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
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;
Conference_Titel :
Biomedical Circuits and Systems Conference (BioCAS), 2011 IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4577-1469-6
DOI :
10.1109/BioCAS.2011.6107718