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A 6.5-<i>μ</i>W 10-kHz BW 80.4-dB SNDR G<sub>m</sub>-C-Based CT ∆∑ Modulator With a Feedback-Assisted G<sub>m</sub> Linearization for Artifact-Tolerant Neural Recording

Changuk Lee, Taejune Jeon, MoonHyung Jang, Sanggeon Park, Jejung Kim, Jeongsik Lim, Jong‐Hyun Ahn, Yeowool Huh, Youngcheol Chae

2020IEEE Journal of Solid-State Circuits98 citationsDOI

Abstract

This article presents a Gm-C-based continuous-time delta-sigma modulator (CTDSM) for artifact-tolerant neural recording interfaces. We propose the feedback-assisted Gm linearization technique, which is applied to the first Gm-C integrator by using a resistive feedback digital-to-analog converter (DAC) in parallel to the degeneration resistor of the input Gm. This enables the input Gm to process the quantization noise, thereby improving the input range and linearity of the Gm-C-based CTDSM, significantly. An energy-efficient second-order loop filter is realized by using a voltage-controlled oscillator (VCO) as the second integrator and a phase quantizer. A proportional-integral (PI) transfer function is employed at the first integrator, which minimizes the output swing while maintaining loop stability. Fabricated in a 110-nm CMOS process, the prototype CTDSM achieves a high input impedance, 300-mVpp linear input range, 80.4-dB signal-to-noise and distortion ratio (SNDR), 81-dB dynamic range (DR), and 76-dB common-mode rejection ratio (CMRR) and consumes only 6.5 μW with a signal bandwidth of 10 kHz. This corresponds to a figure of merit (FoM) of 172.3 dB, which is the state of the art among the neural recording ADCs. This work is also validated through the in vivo experiment.

Topics & Concepts

IntegratorPhysicsDelta-sigma modulationCMOSControl theory (sociology)Voltage-controlled oscillatorElectronic engineeringDynamic rangeLinearizationVoltageComputer scienceEngineeringControl (management)Artificial intelligenceQuantum mechanicsNonlinear systemAnalog and Mixed-Signal Circuit DesignNeuroscience and Neural EngineeringAdvanced Memory and Neural Computing
A 6.5-<i>μ</i>W 10-kHz BW 80.4-dB SNDR G<sub>m</sub>-C-Based CT ∆∑ Modulator With a Feedback-Assisted G<sub>m</sub> Linearization for Artifact-Tolerant Neural Recording | Litcius