Memory-guide simulated pattern recognition method

A memory-guide simulated pattern recognition method, comprising the following steps:

• S1:
• simulating a memory invocation mechanism and a process thereof to segment a historical time sequence and then combine the historical time segment with a frame at the current moment to form a sequence segment as an element for pattern recognition;
• S2:
• simulating a visual motion saliency detection mechanism and a process thereof to extract motion saliency in each sequence segment and obtain motion information in the short-term sequence by detection;
• and
• S3:
• simulating a memory decline mechanism and a process thereof to weigh the motion information in different segments, fuse the motion information among all the sequence segments, and output the motion information at the current moment and a motion trajectory in the entire time sequence as a pattern recognition result comprehensively.