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A band-tunable, multichannel amplifier for neural recording with AP/LFP separation and dual-threshold adaptive AP detector

机译:一种带神经网络记录的带可调谐多通道放大器,具有AP / LFP分离功能和双阈值自适应AP检测器

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This article presents a low-power low-noise neural recording system comprising a set of 4-channel amplifiers and a dual-threshold adaptive action potential detector. The front-end amplifier is optimized for power efficiency, noise, and silicon area. A balanced tunable pseudo-resistor is used to acquire local field potential (LFP) and action potential (AP) separately. The post-layout simulation results show that the system achieved input referred noise 4.7μVrms and noise efficiency factor (NEF) 2.79 with mid-band gain of 51.9dB and power consumption of 5.22μW. The bandwidth is highly tunable in the range of 2.38Hz-300Hz for high-pass corner and 248Hz–12.9kHz for low-pass corner, which can acquire AP and LPF without out-band noise. The proposed dual-threshold adaptive AP detector can capture action potential precisely from background activity, thus data reduction can be realized by only processing these significant waveforms. The results show that the proposed low-power, low-noise biomedical system is suitable for implantable device applications.
机译:本文提出了一种低功率,低噪声的神经记录系统,该系统包括一组4通道放大器和一个双阈值自适应动作电位检测器。前端放大器针对功率效率,噪声和硅面积进行了优化。平衡的可调伪电阻器用于分别获取局部场电势(LFP)和动作电势(AP)。布局后的仿真结果表明,该系统实现了4.7μVrms的输入参考噪声和2.79的噪声效率因子(NEF),中带增益为51.9dB,功耗为5.22μW。带宽在2.38Hz-300Hz(高通拐角)和248Hz–12.9kHz(低通拐角)范围内高度可调,可以获取AP和LPF而无带外噪声。所提出的双阈值自适应AP检测器可以准确地从背景活动中捕获动作电位,因此仅通过处理这些重要波形就可以实现数据缩减。结果表明,所提出的低功耗,低噪声生物医学系统适用于可植入设备的应用。

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