Neural networks aka deep learning

9.520/6.860, Class 11

Instructor: Lorenzo Rosasco

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Description

We go from kernels to neural networks, introduce backpropagation and then go on to discuss autoencoders and convolutional neural networks.

Slides

Slides for this lecture: PDF

Further Reading

• I. Goodfellow, Y. Bengio and A. Courville, Deep Learning book, MIT Press, 2016.