The exploration of long-term memory has always been a captivating pursuit in both neuroscience and artificial intelligence. With the accelerated advancements in AI, we are today on the cusp of revolutionizing our knowledge of memory and its mechanisms. Sophisticated AI algorithms can analyze massive datasets of data, uncovering relationships that m