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Ho-Kashyap approach

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 tex2html_wrap_inline615 is computed iteratively as follows:

where tex2html_wrap_inline663 is initialized as tex2html_wrap_inline595 and is updated as tex2html_wrap_inline667 with tex2html_wrap_inline669. This process is iterated until all the components in tex2html_wrap_inline671 are less or equal to zero.

Eddy Mayoraz
Tue Mar 31 18:35:24 MET DST 1998