Edge AI hardware refers to specialized computing components designed to perform artificial intelligence processing directly on devices at the network edge. These components include AI processors, machine learning accelerators, memory modules, storage systems, connectivity chips, and embedded computing platforms. Unlike cloud-based AI systems, edge AI hardware enables data processing locally,...