Assessing cognitive mental workload via EEG signals and an ensemble deep learning classifier based on denoising autoencoders.
Shuo YangZhong YinYagang WangWei ZhangYongxiong WangJianhua ZhangPublished in: Comput. Biol. Medicine (2019)
Keyphrases
- denoising
- deep learning
- eeg signals
- mental models
- event related potentials
- signal processing
- unsupervised learning
- image processing
- natural images
- machine learning
- brain computer interface
- unsupervised feature learning
- motor imagery
- neural network
- restricted boltzmann machine
- deep belief networks
- brain signals
- learning strategies
- training data
- decision making
- eeg data
- training set
- weakly supervised
- feature selection