These are some course homeworks and project of ECE 239AS @ UCLA.
- Homework 1: Linear Regression
- Homework 2: K-nearest Neighbors, SVM and softmax Classifier
- Homework 3: Backpropagation and Neural Networks
- Homework 4: Batch Normalization and Dropout
- Homework 5: Convolutional Neural Networks
- Final Project: Convolutional Recurrent Neural Network (CRNN) for EEG 4-class Motor Classification