Why do we Randomly Initialize Weights in Neural Networks?

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Intuition behind why you must randomly initialize the weights in deep neural networks.
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that helped a lot. Been trying to figure out what the hell the weights are for, and why we randomly choose them

KatzeMelli
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do we also need to add weights on the hidden layers? all of them? or only the weights of the input

majestro
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one of the best tutorials i have come across. Do more of it. make tensorflow tutorial also.

minhaaj
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very good tutorials. Please upload all neural network and spiking neural network videos. Thanks

niranjanamurthibe
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Your all video on NN are awesome, but I didn't get what u were trying to say in this video....

aakashdewangan