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
(
).