The exploration of long-term memory has continuously been a intriguing pursuit in both neuroscience and artificial intelligence. With the accelerated advancements in AI, we are now on the cusp of revolutionizing our understanding of memory and its mechanisms. Sophisticated AI algorithms can process massive collections of data, identifying patterns