Autoencoder
Goal Autoencoder have long been proposed to tackle the problem of unsupervised learning. In this week’s summary we have a look at their capabilities of providing a features that can...
Attention/Memory in Deep Learning
Goal Attention mechanisms in neural networks are a quite new phenomena and we are going to provide some background on them here. Motivation Generally speaking attention mechanisms allow the network...
Sequence-to-Sequence
In this summary I like to provide a rough overview of Sequence-To-Sequence neural network architectures and what purposes these serve. Motivation A key observation when dealing with neural networks is...
What Makes Musio Special?
Musio is an Artificial Intelligence robot using deep learning algorithms that attempt to model high-level abstractions in data by using multiple processing layers with complex structures. This enables Musio to think...