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A low-power neuromorphic bandpass filter for biosignal processing

机译:用于生物信号处理的低功率神经形态带通滤波器

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Various types of biosignals originating from the human body are being extensively used for diagnostics as well as therapeutic interventions. Low-power biological signal processing necessitates energy-efficient filter blocks for time-frequency analysis. In an attempt to reduce the power consumption of an implantable biosignal processor, this paper presents a neuromorphic low-power bandpass filter with excellent figure-of-merit. The charging and discharging profiles of different ionic channels of a Si neuron are utilized to achieve the bandpass filter characteristics. The entire filter structure constitutes 5 transistors working in the weak-inversion saturation regions. Designed in a standard 0.13-µm CMOS process, the proposed bandpass filter consumes only 5 nW with a 0.5 V supply for a center frequency of 200 Hz. The center frequency can be tuned from 150 Hz to 1.5 KHz. The Monte Carlo simulation reveals 58 µVrms input-referred noise and 1% THD for 7 mVp-p of input signal. The proposed architecture also demonstrates excellent figure-of-merit.
机译:源自人体的各种类型的生物信号被广泛用于诊断和治疗干预。低功率生物信号处理需要高效的滤波器模块来进行时频分析。为了降低可植入生物信号处理器的功耗,本文提出了一种具有优异品质因数的神经形态低功耗带通滤波器。利用硅神经元不同离子通道的充电和放电曲线来实现带通滤波器的特性。整个滤波器结构由在弱反相饱和区工作的5个晶体管组成。拟议的带通滤波器采用标准的0.13 µm CMOS工艺进行设计,在0.5 V电源和200 Hz中心频率下仅消耗5 nW的功率。中心频率可以从150 Hz调整到1.5 KHz。蒙特卡洛仿真显示,对于7 mV p-p 输入信号,输入参考噪声为58 µV rms ,THD为1%。拟议的体系结构还展示了优异的品质因数。

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