NEO Semiconductor, a leading innovator in advanced AI and memory technologies, today announced the launch of NEO.AI, its next-generation AI memory platform designed to solve the two most significant memory bottlenecks limiting future artificial intelligence systems: on-chip memory (AI cache) and HBM capacity. As part of the platform launch, the company is officially unveiling X-SRAM, its breakthrough AI on-chip memory technology, alongside the latest progress on 3D X-DRAM, its revolutionary high-capacity HBM technology.
As AI models continue to grow in size and complexity, memory is becoming the primary bottleneck for AI performance. Conventional SRAM scaling has slowed significantly as technology nodes advance, while today's HBM remains constrained by the scaling limitations of conventional 2D DRAM. Together, these limitations form the AI Memory Wall.