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Here's a pictorial view: (Note: to make the notation a little cleaner, I assume x and h each contain an extra bias neuron fixed at 1 for learning bias weights.) Ignoring the sequential aspect of the movie images is pretty ML 101, though.
I assume people are familiar with basic neural networks already, but let's quickly review them.
One way is to ignore the sequential nature of the images, and build a This, then, is a deep neural network: it takes an image input, returns an activity output, and – just as we might learn to detect patterns in puppy behavior without knowing anything about dogs (after seeing enough corgis, we discover common characteristics like fluffy butts and drumstick legs; next, we learn advanced features like splooting) – in between it learns to represent images through hidden layers of representations.
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Now in its 15th year, the NAG LAN is Southern Africa’s largest BYOC (Bring Your Own Computer/Console) LAN event.