SimpleNN

Simple C++ implementation of Neural Network for MNIST task (Accuracy 93%~96%).

Features

• Easy to instantiate a network
• Forward Propagation
• Backward Propagation
• Stochastic Gradient Descent
• Adam Optimizer
• Minor Performance Optimization based on OpenMP

Acknowledgments

This project uses mnist library for MNIST dataset parsing.