Title :
A Low-Power Configurable Neural Recording System for Epileptic Seizure Detection
Author :
Chengliang Qian ; Shi, Jack ; Parramon, Jordi ; Sanchez-Sinencio, Edgar
Author_Institution :
Dept. of Electr. & Comput. Eng., Texas A&M Univ., College Station, TX, USA
Abstract :
This paper describes a low-power configurable neural recording system capable of capturing and digitizing both neural action-potential (AP) and fast-ripple (FR) signals. It demonstrates the functionality of epileptic seizure detection through FR recording. This system features a fixed-gain, variable-bandwidth (BW) front-end circuit and a sigma-delta ADC with scalable bandwidth and power consumption. The ADC employs a 2nd-order single-bit sigma-delta modulator (SDM) followed by a low-power decimation filter. Direct impulse-response implementation of a sinc3 filter and 8-cycle data pipelining in an IIR filter are proposed for the decimation filter design to improve the power and area efficiency. In measurements, the front end exhibits 39.6-dB DC gain, 0.8 Hz to 5.2 kHz of BW, 5.86-μVrms input-referred noise, and 2.4-μW power consumption in AP mode, while showing 38.5-dB DC gain, 250 to 486 Hz of BW, 2.48-μVrms noise, and 4.5- μW power consumption in FR mode. The noise efficiency factor (NEF) is 2.93 and 7.6 for the AP and FR modes, respectively. At 77-dB dynamic range (DR), the ADC has a peak SNR and SNDR of 75.9 dB and 67 dB, respectively, while consuming 2.75-mW power in AP mode. It achieves 78-dB DR, 76.2-dB peak SNR, 73.2-dB peak SNDR, and 588-μW power consumption in FR mode. Both analog and digital power supply voltages are 2.8 V. The chip is fabricated in a standard 0.6-μm CMOS process. The die size is 11.25 mm2.
Keywords :
CMOS digital integrated circuits; IIR filters; bioelectric potentials; biomedical electronics; brain; electroencephalography; low-power electronics; medical signal detection; medical signal processing; neurophysiology; pipeline processing; seizure; sigma-delta modulation; signal denoising; 2nd-order single-bit sigma-delta modulator; 8-cycle data pipelining; CMOS; FR recording; IIR filter; SDM; analog power supply; decimation filter design; digital power supply; direct impulse-response implementation; epileptic seizure detection; fast-ripple signals; frequency 0.8 Hz to 5.2 kHz; frequency 250 Hz to 486 Hz; gain 38.5 dB; input-referred noise; low-power configurable neural recording system; low-power decimation filter; neural action-potential signals; noise efficiency factor; power 2.4 muW; power 4.5 muW; power consumption; sigma-delta ADC; size 0.6 mum; variable-bandwidth front-end circuit; voltage 2.8 V; Clocks; Electroencephalography; Modulation; Noise; Power demand; Sigma delta modulation; Signal resolution; Configurable analog-digital converter (ADC); decimation filters; deep brain stimulation (DBS); electro encephalography; epilepsy; epileptic fast ripples; low-power low-noise design; neural recording interface; sigma-delta modulation; switched-capacitor circuits; Action Potentials; Analog-Digital Conversion; Electricity; Epilepsy; Equipment Design; Humans; Neurons; Neurophysiology; Signal-To-Noise Ratio;
Journal_Title :
Biomedical Circuits and Systems, IEEE Transactions on
DOI :
10.1109/TBCAS.2012.2228857