There are two important parts in mode identifies category, which is the non- parameter technique and fuzzy modes identify. They are separately used in many widely ranges.
It is based on the non- parameter technique and fuzzy mode , program with language of the MATLAB, according the Parzen window arithmetic, the close neighbors method and fuzzy method to designing, and lead the non- parameter to the fuzzy mode technique, then it would completely design classify machine , as the same time it would design the fuzzy nerve network classify machine ,used to the fuzzy mode and the nerve network technology. To the comparison, there are several kinds of classify machines which are have better identifies results for EMG. The result of experiment shows that the method of offering an effective mode identifies method.
Key word:EMG, The mode identify, No-parameter technique,
The fuzzy mode identify, Nerve network