Although neural networks have been studied for decades, over the past couple of years there have been many small but significant changes in the default techniques used. For example, ReLU (rectified ...

In this article I explain what neural network Glorot initialization is and why it's the default technique for weight initialization. The best way to see where this article is headed is to take a look ...

Gleich said. Rather than trying to trace the decision-making path of any single image through the network, Gleich’s approach makes it possible to visualize the relationship that the computer sees ...

Output samples from PNG files processed by the neural network show that the network successfully identifies and removes the mask like it were an overlaid area atop the original image.

Neural networks are therefore a specialized kind of directed graph. Many neural networks distinguish between three layers of nodes: input, hidden, and output.