Deep Learning-Based Approach for Emotion Recognition Using Electroencephalography (EEG) Signals Using Bi-Directional Long Short-Term Memory (Bi-LSTM).
Mona AlgarniFaisal SaeedTawfik Al HadhramiFahad GhabbanMohammed Al-SaremPublished in: Sensors (2022)
Keyphrases
- eeg signals
- bi directional
- recurrent neural networks
- long short term memory
- deep learning
- signal processing
- unsupervised learning
- neural network
- feed forward
- brain computer interface
- machine learning
- eeg data
- unsupervised feature learning
- brain activity
- artificial neural networks
- weakly supervised
- motor imagery
- data sets
- extracted features
- computer vision
- image features
- pattern recognition
- image processing