The Math of Neural Networks by Taylor Michael & Koning Mark

Author:Taylor, Michael & Koning, Mark
Language: eng
Format: epub
Publisher: Blue Windmill Media
Published: 2017-09-06T16:00:00+00:00

If the relative error is small enough to be acceptable, the computed gradient is considered valid and passes the test.

Ch. 8

* * *

Stage 5: Updating the Weights

The goal of Stage 5 is to update the weights in a neural network. This is accomplished by continuing to apply the backpropagation we began in Stage 3 by using the gradients we calculated in Stage 3 through an optimization process known as gradient descent. That's a mouthful - but don't worry, we will unpack it all below.

This stage is organized into four sections:

Download

Copyright Disclaimer:
This site does not store any files on its server. We only index and link to content provided by other sites. Please contact the content providers to delete copyright contents if any and email us, we'll remove relevant links or contents immediately.