TY - GEN
T1 - A flexible EEG acquisition and biomarker extraction system based on thin-film electronics
AU - Moy, Tiffany
AU - Huang, Liechao
AU - Rieutort-Louis, Warren
AU - Wagner, Sigurd
AU - Sturm, James C.
AU - Verma, Naveen
N1 - Publisher Copyright:
© 2016 IEEE.
PY - 2016/2/23
Y1 - 2016/2/23
N2 - EEG is an important modality for many medical purposes. However, the low-amplitude of signals (10-to-100μV) and large number of channels (∼20) raise numerous challenges, including electrode setup (correct placement, skin preparation, sanitation), patient comfort (number of channels, skin abrasion), and robust acquisition (electrode/wire motion artifacts, wire stray coupling). The recent emergence of low-cost, single-use, flexible, pre-gelled electrode arrays, as in Fig. 16.4.1, delivers significant advantages [1]. Today, these are passive, requiring connection to external readout electronics via a many-channel cable. We present the system in Fig. 16.4.1, having similar flexible form factor, but with the following enhancements: (1) embedded low-noise chopper-stabilized amplifiers using amorphous-silicon (a-Si) thin-film transistors (TFTs) compatible with flexible substrates (i.e. low-temperature-processed, 20 EEG channels onto a single interface using TFT scanning circuits, to substantially ease connection with an embedded IC; and (3) an algorithm whereby spectral-energy features, a generic EEG biomarker, are derived directly from the compressed signals (by a conventional CMOS IC). Seizure detection from the extracted features is demonstrated via analog replay of patient EEG through the system.
AB - EEG is an important modality for many medical purposes. However, the low-amplitude of signals (10-to-100μV) and large number of channels (∼20) raise numerous challenges, including electrode setup (correct placement, skin preparation, sanitation), patient comfort (number of channels, skin abrasion), and robust acquisition (electrode/wire motion artifacts, wire stray coupling). The recent emergence of low-cost, single-use, flexible, pre-gelled electrode arrays, as in Fig. 16.4.1, delivers significant advantages [1]. Today, these are passive, requiring connection to external readout electronics via a many-channel cable. We present the system in Fig. 16.4.1, having similar flexible form factor, but with the following enhancements: (1) embedded low-noise chopper-stabilized amplifiers using amorphous-silicon (a-Si) thin-film transistors (TFTs) compatible with flexible substrates (i.e. low-temperature-processed, 20 EEG channels onto a single interface using TFT scanning circuits, to substantially ease connection with an embedded IC; and (3) an algorithm whereby spectral-energy features, a generic EEG biomarker, are derived directly from the compressed signals (by a conventional CMOS IC). Seizure detection from the extracted features is demonstrated via analog replay of patient EEG through the system.
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U2 - 10.1109/ISSCC.2016.7418023
DO - 10.1109/ISSCC.2016.7418023
M3 - Conference contribution
AN - SCOPUS:84962881957
T3 - Digest of Technical Papers - IEEE International Solid-State Circuits Conference
SP - 294
EP - 295
BT - 2016 IEEE International Solid-State Circuits Conference, ISSCC 2016
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 63rd IEEE International Solid-State Circuits Conference, ISSCC 2016
Y2 - 31 January 2016 through 4 February 2016
ER -