MI-EEG classification using Shannon complex wavelet and convolutional neural networks.
Chang WangYang WuChen WangYu ZhuChong WangYanxiang NiuZhenpeng ShaoXudong GaoZongya ZhaoYi YuPublished in: Appl. Soft Comput. (2022)
Keyphrases
- motor imagery
- convolutional neural networks
- eeg signals
- decision trees
- pattern recognition
- support vector machine
- support vector
- mutual information
- machine learning
- feature extraction
- classification algorithm
- classification accuracy
- eeg data
- feature selection
- sleep stage
- pattern classification
- wavelet transform
- multiresolution
- text classification
- model selection
- support vector machine svm
- wavelet domain
- brain computer interface
- multiscale
- image compression
- image classification
- classification method
- denoising
- classification scheme
- supervised learning
- feature extraction and classification
- feature space