This video is an overall package to understand Dropout in Neural Network and then implement it in Python from scratch.

Understand the Maths behind Backpropagation in Neural Networks. In this video, we will derive the equations for the Back ...

However, these neural libraries are very complex and require significant time and effort to learn. For many problems, a simple neural network with a single hidden layer is effective, and implementing ...

Neural network momentum is a simple technique that often improves both training speed and accuracy. Training a neural network is the process of finding values for the weights and biases so that for a ...

Here, we begin with a theoretical proposal for a fully optical architecture for implementing general deep neural network algorithms using nanophotonic circuits that process coherent light.