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Low-Power Circuit Techniques for Epileptic Seizures Detection and Subsequent Neurostimulation

机译:低功率电路技术,用于癫痫发作的检测和随后的神经刺激

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In this paper, we present low-power circuit techniques for implementing a closed-loop neurostimulator (CLNS) as an alternative treatment for medically refractory epilepsy. The proposed circuit has low-power dissipation with better detection sensitivity compared to the recently proposed circuit techniques for epileptic seizure detector. We demonstrate low-power circuit techniques for implementation of an implantable CLNS, individual functional testing, and validation of the seizure detector on real intracerebral EEG (icEEG) recordings and testing of self-triggering electrical stimulation. The CLNS comprises a low-power icEEG acquisition front-end, epileptic seizure detector, and a widely programmable current stimulator. Moreover, the tuneable parameters of the detector and stimulator are designed to adjust wirelessly. The detection algorithm was validated with Matlab tools and the detection circuits were implemented in 2 mm~2 chip area using CMOS 0.18-μm process. The current-mode stimulator was assembled on two circular (Φ 20 mm) shape blocks in a printed circuit board (PCB). The proposed CLNS was tested using icEEG recordings from seven patients with medically refractory epilepsy. The icEEG recordings were assessed by the proposed CLNS and the predefined seizure suppression biphasic electrical stimulations were triggered ~14.4 s after electrographical seizure onsets.
机译:在本文中,我们介绍了用于实施闭环神经刺激器(CLNS)的低功率电路技术,作为医疗难治性癫痫的替代疗法。与最近提出的用于癫痫发作检测器的电路技术相比,提出的电路具有低功耗和更好的检测灵敏度。我们演示了用于实现植入式CLNS的低功率电路技术,单独的功能测试以及对真实脑内EEG(icEEG)记录的癫痫发作检测器的验证以及对自触发电刺激的测试。 CLNS包括一个低功率icEEG采集前端,癫痫发作检测器和一个广泛可编程的电流刺激器。此外,检测器和刺激器的可调参数设计为可无线调节。利用Matlab工具对检测算法进行了验证,并采用CMOS0.18-μm工艺在2mm〜2芯片面积内实现了检测电路。电流模式刺激器组装在印刷电路板(PCB)中的两个圆形(Φ20 mm)形状的块上。拟议的CLNS使用了icEEG记录对7例难治性癫痫患者进行了测试。通过拟议的CLNS评估icEEG记录,并在电图发作开始后约14.4 s触发预定义的癫痫抑制双相电刺激。

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