The Mostly Complete Chart of Neural Networks
Randy Krum, Cool Infographics, 2016/09/22

It's just an infographic and won't give you a need knowledge of neural network configurations. But it's still useful. "Though all of these architectures are presented as novel and unique, when I drew the node structures… their underlying relations started to make more sense.mOne problem with drawing them as node maps: it doesn’t really show how they’re used. For example, variational autoencoders (VAE) may look just like autoencoders (AE), but the training process is actually quite different."

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