For http://neuralnetworksanddeeplearning.com/chap5.html , could anyone suggest:

1) how to approach the derivation of expression (123) ?

2) what constitutes value ~ 0.45 ?

3) why the need of taylor series when we can observe the identity property without any maths proof (input == output) ?

exploding gradient


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