The investigation of long-term memory has continuously been a captivating pursuit in both neuroscience and engineered intelligence. With the rapid advancements in AI, we are today on the cusp of transforming our understanding of memory and its mechanisms. Sophisticated AI algorithms can analyze massive collections of data, uncovering trends that ma