As artificial intelligence evolves, the demand for more extensive memory capacities becomes clear. This essential requirement stems from the need to store vast amounts of information, supporting complex cognitive tasks and advanced reasoning. To address this challenge, researchers are actively exploring novel architectures that extend the boundari