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A 16-Channel Patient-Specific Seizure Onset and Termination Detection SoC With Im
一款16通道非侵入式闭环癫痫发作起止检测SoC,集成双通道电荷回收模拟前端和双检测器架构分类处理器。
0.18µm CMOS, 0.9µA/channel, NEF 3.29/channel, 2.45µW, 95.7%灵敏度, 98%特异性, 1s延迟
癫痫检测闭环系统模拟前端支持向量机经颅电刺激
▸双通道电荷回收(DCCR)模拟前端,实现放大器在双通道间同时斩波和时分复用
▸双检测器架构(D2A)分类处理器,采用基于数字滞后的线性支持向量机分类器
▸脉冲电压经颅电刺激器(PVTES),根据皮肤电极阻抗变化自动配置脉冲数以控制电荷量
Abstract
A 16-channel noninvasive closed-loop beginning- and
end-of-seizure detection SoC is presented. The dual-channel
charge recycled (DCCR) analog front end (AFE) achieves chop-
ping and time-multiplexing an amplifier between two channels
simultaneously which exploits fast-settling DC servo-loop with
current consumption and NEF of 0.9 µA/channel and 3.29/chan-
nel, respectively. The dual-detector architecture (D
2A) classifica-
tion processor utilizes two linear support-vector machine (LSVM)
classifiers