# 3. Overview of Models and Techniques for Emotion Recognition

- [3.1. Datasets](/bci/3.-overview-of-models-and-techniques-for-emotion-recognition/3.1.-datasets.md)
- [3.2. Existing Models and Techniques for Emotion Recognition](/bci/3.-overview-of-models-and-techniques-for-emotion-recognition/3.2.-existing-models-and-techniques-for-emotion-recognition.md)
- [3.3. Machine Learning Models](/bci/3.-overview-of-models-and-techniques-for-emotion-recognition/3.3.-machine-learning-models.md)
- [3.3.1. Decision Trees](/bci/3.-overview-of-models-and-techniques-for-emotion-recognition/3.3.-machine-learning-models/3.3.1.-decision-trees.md)
- [3.3.2. Random Forest](/bci/3.-overview-of-models-and-techniques-for-emotion-recognition/3.3.-machine-learning-models/3.3.2.-random-forest.md)
- [3.3.3. Light Gradient Boosting Machine (LightGBM)](/bci/3.-overview-of-models-and-techniques-for-emotion-recognition/3.3.-machine-learning-models/3.3.3.-light-gradient-boosting-machine-lightgbm.md)
- [3.3.4. K-Nearest Neighbors](/bci/3.-overview-of-models-and-techniques-for-emotion-recognition/3.3.-machine-learning-models/3.3.4.-k-nearest-neighbors.md)
- [3.3.5. Support Vector Machines (SVM)](/bci/3.-overview-of-models-and-techniques-for-emotion-recognition/3.3.-machine-learning-models/3.3.5.-support-vector-machines-svm.md)
- [3.3.6. Naive Bayes](/bci/3.-overview-of-models-and-techniques-for-emotion-recognition/3.3.-machine-learning-models/3.3.6.-naive-bayes.md)
- [3.4. Deep Learning Models](/bci/3.-overview-of-models-and-techniques-for-emotion-recognition/3.4.-deep-learning-models.md)
- [3.4.1. Convolutional Neural Networks](/bci/3.-overview-of-models-and-techniques-for-emotion-recognition/3.4.-deep-learning-models/3.4.1.-convolutional-neural-networks.md)
- [3.4.2. Long Short-Term Memory Networks (LSTM)](/bci/3.-overview-of-models-and-techniques-for-emotion-recognition/3.4.-deep-learning-models/3.4.2.-long-short-term-memory-networks-lstm.md)
- [3.4.3. Temporal Convolutional Networks](/bci/3.-overview-of-models-and-techniques-for-emotion-recognition/3.4.-deep-learning-models/3.4.3.-temporal-convolutional-networks.md)
- [3.4.4. Attention Networks](/bci/3.-overview-of-models-and-techniques-for-emotion-recognition/3.4.-deep-learning-models/3.4.4.-attention-networks.md)
- [3.4.5. Transformer Models](/bci/3.-overview-of-models-and-techniques-for-emotion-recognition/3.4.-deep-learning-models/3.4.5.-transformer-models.md)
- [3.4.6. Graph Neural Networks](/bci/3.-overview-of-models-and-techniques-for-emotion-recognition/3.4.-deep-learning-models/3.4.6.-graph-neural-networks.md)