How Does Convolution Work? (opens in new tab)

Convolutional neural networks have had breakthrough success in image recognition, natural language processing, and even board games like Chess and Go. But what’s really going on during convolution? Well, I think the easiest way to explain is with an interactive demo. Feel free to play around with the parameters below to see for yourself! number: four three eight padding: kernel size: stride: speed: You can use the settings above to control the hyperparameters of the convolutional layer.