The analysis of long-term memory has always been a intriguing pursuit in both neuroscience and engineered intelligence. With the exponential advancements in AI, we are currently on the cusp of revolutionizing our knowledge of memory and its mechanisms. Sophisticated AI algorithms can process massive volumes of data, identifying trends that may esca