Neural-Networks-and-Deep-Learning

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