Neural Network Architectures – Towards Data Science – Medium

Deep neural networks and Deep Learning are powerful and popular algorithms. And a lot of their success lays in the careful design of the neural network architecture. I wanted to revisit the history of neural network design in the last few years and in the context of Deep Learning. For a more in-depth analysis and comparison of all the networks reported here, please see our recent article. Reporting top-1 one-crop accuracy versus amount of operations required for a single forward pass in multiple popular neural network architectures. It is the year 1994, and this is one of the very first convolutional neural networks, and what propelled the field of Deep Learning.