Neutral Network -Model Representation 2

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Forward Propagation:

To re-iterate, the following is an example of a neural network:

In other words, for layer j=2 and node k, the variable z will be:

The vector representation of x and z^{j} is:

Setting x = a^(1), we can rewrite the equation as:

Let us summarize this in the pictorial form-