For the sake of completeness, we list the derivatives of the biases, which are
\frac{\partial C}{\partial b_{1}^{(1)}}=\delta_1^{(1)},and
\frac{\partial C}{\partial b_{2}^{(1)}}=\delta_2^{(1)}.As we will see below, these expressions can be generalized in a more compact form.