In the approach proposed by Ho-Kashyap the main goal is to combine the
perceptron and LMS rules trying to avoid their drawbacks while keeping
their advantages. In this case, matrix 
is computed iteratively
as follows:
where 
is initialized as 
and is updated as
with 
. This
process is iterated until all the components in 
are less or
equal to zero.