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Question

For a classification task, instead of random weight initializations in a neural network, we set all the weights to zero. Which of the following statements is true?

  • There will not be any problem and the neural network will train properly
  • The neural network will not train as there is no net gradient change
  • The neural network will train but all the neurons will end up recognizing the same thing
  • None of these