Describe learning by gradient descent in general

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Problem: Describe learning by gradient descent in general Briefly describe the backpropagation algorithm for Multi-Layer Perceptrons, and explain how it relates to gradient descent. Could you describe at least one alternative to gradient descent that may achieve the same goals, and discuss its advantages and disadvantages compared to gradient descent?

Describe Boltzmann Machines, including their relationship with Hopfield Networks.

 

Reference no: EM133325741

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