Enhancing Performance of Convolutional Neural Network-Based Epileptic Electroencephalogram Diagnosis by Asymmetric Stochastic Resonance.
Zhuozheng ShiZhiqiang LiaoHitoshi TabataPublished in: IEEE J. Biomed. Health Informatics (2023)
Keyphrases
- stochastic resonance
- eeg signals
- brain activity
- eeg data
- image enhancement
- signal processing
- neural network
- epileptic seizures
- contrast enhancement
- signal to noise ratio
- fault diagnosis
- additive noise
- model based diagnosis
- brain computer interface
- signal analysis
- deep learning
- low signal to noise ratio
- healthy subjects
- independent component analysis
- image restoration
- edge detection
- machine learning