The realm of microchip technology is undergoing a radical shift with next-generation advancements promising to reshape various industries. Novel materials, such as graphene and carbon nanotubes, are exploited to create more efficient chips with unprecedented processing power. These advances will have a substantial impact on fields like deep learnin