>you'd need every single one of them, millions up millions of them, to be all zero
If they were all correlated with each other that does not seem far fetched.
Ok but it's already known that you shouldn't initialize your network parameters to a single constant and instead initialize the parameters with random numbers.
Ok but it's already known that you shouldn't initialize your network parameters to a single constant and instead initialize the parameters with random numbers.