Design of an Attention Evaluation System with 16-Channel Differential Signal Acquisition

2018 IEEE International Conference on Integrated Circuits, Technologies and Applications (ICTA)(2018)

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摘要
This paper proposed an attention evaluation system using 8-channel differential prefrontal EEG signals acquired from the forehead. A 16-channel neural signal acquisition module was designed and fabricated in TSMC 180nm CMOS process. It consists of chopper LNAs, switched-Capacitor programmable gain amplifiers and 12-bit SAR ADC. The proposed digital attention evaluation algorithm was implemented on FPGA, including IIR filters, calculation of the filtered neural signal strength indicator, SVM-based classifier.
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关键词
Electroencephalography,Feature extraction,Support vector machines,Choppers (circuits),Fatigue,Forehead,CMOS process
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