The Neural Network Zoo

The Neural Network Zoo

This is nice summary article covering the many different neural network architectures that have been developed and deployed in deep learning applications. The taxonomy provides a colour-coded key to make it easy to see how different functions and operations are used in different ways across different network architectures and so showing at a glance how these different networks relate to one another. The article provides a brief description of the function and training of each type for ease of classification and reference.

Article: http://www.asimovinstitute.org/neural-network-zoo/

We can expect this taxonomy of different neural network architectures to grow over time too: as our knowledge of the brain and understanding of its different neural networks continues to become more sophisticated we’ll undoubtedly discover new network architectures as well as refinements that will be useful to replicate in artificial neural networks and deep learning applications.

Via Cristian Lorenzutti