Welcome to AEK3LBB3

SISTEM BIOMEDIKA CERDAS (Intelligent Biomedical Systems / AEK3LBB3) is an elective course offered for third-year biomedical engineering students at the Unversitas Telkom, Bandung.

Contents:

• Matrix Decomposition
• Principle Component Analysis
• Gradient Descent Method
• Nearest Neighbor
• Linear Support Vector Machine
• Softmax Classifier
• Two-Layer Fully Connected Neural Network
• A Simple CNN with Pre-Convolved Input
• Demo-1: Linear Classifiers with Arduino
• Demo-2: Two-Layer Fully Connected Network with Arduino
• Demo-3: Simple CNN with Arduino¶
• LeNet-1 with Keras (and PyTorch)
• Convolutional Layers

Please visit this repository to see some demonstrations of the classifiers on Arduino devices.