Machine Learning-Based Cascade Filtering System for fNIRS Data Analysis
2023 Progress in Applied Electrical Engineering (PAEE)(2023)
摘要
This paper presents a preliminary study on the use of machine learning-based methods to select the appropriate parameters of cascade filters in the analysis of brain signals recorded using functional infrared spectroscopy (fNIRS), which shows the level of oxygenation in the brain and, unlike EEG signals (showing electrical brain activity), are less prone to potential interference, disturbances or artifacts occurrence.
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关键词
functional near-infrared spectroscopy,signal processing,Machine Learning,cascade filtering
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