$36.$ Consider a deep neural network where each layer is fully connected. If the first layer has $100$ neurons and the second layer has $50$ neurons, how many parameters $($weights and biases$)$ are there between these two layers?

A$.5000$

B$.5050$

C$.4950$

D$.5100$