To reduce memory size and to solve the saturation problem arising from using the associative matrix in the pattern recognition process
on the basis of analyzing the conventional system
we introduce some developments based on logical operations. The aim of these operations is to enhance the linear independence between the input patterns.By presenting examples
we can illustrate that these methods are more efficient and pragmatic.