Winner-Take-All function is defined by

By this function, a real vector is transformed into a unit vector as

In the above equation, is satisfied. Therefore, the function chooses the maximum element of , and then gives the maximum element of 1 and the other elements of 0. I found the pseudo expression of which is given by

where

approaches to under the limit ( ).