Deep learning

based on neural networks

Many methods are concerned with semi-supervised learning problems where large datasets containing very little labelled data.

Deep Learning Algorithms

The most popular deep learning algorithms are:

• Deep Boltzmann Machine (DBM)
• Deep Belief Networks (DBN)
• Convolutional Neural Network (CNN)
• Stacked Auto-Encoders

Deep Learning with Memory

Long short-term memory (LSTM)

An important advancements in Machine learning is the addition of Memory-augmented neural networks

Differentiable Neural Computer (DNC)

In 2016 Deep Mind introduced the world to its Memory-augmented neural networks architecture.

based on regions of the brain.

This is an external link to Deep Mind's introduction to its Differentiable Neural Computer