Algebraic Expression of Spatial and Temporal Pattern

05/26/2018

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by   Chuyu Xiong, et al.

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Universal learning machine is a theory trying to study machine learning from mathematical point of view. The outside world is reflected inside an universal learning machine according to pattern of incoming data. So, machine will have its subjective view and such subjective view is adapting/learning. In paper2, cpaper, we discussed subjective spatial pattern, and established a powerful tool -- X-form, which is an algebraic expression for subjective spatial pattern. However, as the initial stage of study, we only discussed spatial pattern there and leave temporal pattern for later study. Here, we will discuss spatial and temporal patterns, and establish algebraic expression for subjective patterns, spatial and temporal.