As artificial intelligence evolves, the demand for expanded memory capacities becomes clear. This crucial requirement stems from the need to retain vast amounts of information, supporting complex cognitive tasks and sophisticated reasoning. To address this challenge, researchers are actively exploring novel architectures that push the boundaries o