Types of Artificial Neural Networks and their Applications

Supervised:

1. Simple Artificial Neural Networks: Used for Regression and Classification

2. Convolutional Neural Networks: Used for Computer Vision

3. Recurrent Neural Networks:     Used in Time Series Analysis, Natural Language Processing

Unsupervised:

1. Self-Organizing Maps:    Used for Feature Detection

2. Deep Boltzmann Machines: Used for Recommendation Systems

3. Auto-encoders:           Used for Recommendation Systems, Outlier Detection