December 2017
Intermediate to advanced
536 pages
14h 23m
English
Content preview from TensorFlow 1.x Deep Learning Cookbook
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Getting ready
As perceptron uses the threshold activation function, we cannot use the TensorFlow optimizers to update weights. We will have to use the weight update rule:
Here is the learning rate. For programming simplicity, bias can be added as one additional weight with input fixed to +1. Then the preceding equation can be used to update both weights and biases simultaneously.
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