A Hybrid Network for ERP Detection and Analysis Based on Restricted Boltzmann Machine.

Jingcong Li,Zhu Liang Yu,Zhenghui Gu,Wei Wu,Yuanqing Li,Lianwen Jin

IEEE Transactions on Neural Systems and Rehabilitation Engineering（2018）

引用 37|浏览6

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摘要

Detecting and Please provide the correct one analyzing the event-related potential (ERP) remains an important problem in neuroscience. Due to the low signal-to-noise ratio and complex spatio-temporal patterns of ERP signals, conventional methods usually rely on ensemble averaging technique for reliable detection, which may obliterate subtle but important information in each trial of ERP signals. I...

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关键词

Feature extraction,Brain modeling,Electroencephalography,Machine learning,Data models,Neuroscience,Algorithm design and analysis

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