How Convolutional Neural Networks Work
This video is a great introduction to convolutions and pooling.<p>The other best resource, IMHO, is <a href="http://karpathy.github.io/neuralnets/" rel="nofollow">http://karpathy.github.io/neuralnets/</a>.