The exploration of long-term memory has continuously been a intriguing pursuit in both neuroscience and artificial intelligence. With the exponential advancements in AI, we are now on the cusp of transforming our understanding of memory and its mechanisms. Cutting-edge AI algorithms can analyze massive collections of data, uncovering patterns that