Adaptive spatial hashing with dual-domain memristive hardware

Nature Communications, Published online: 02 May 2026; doi:10.1038/s41467-026-72743-8 While similarity search algorithms show great potential for data mining applications, their direct hardware implementation remains challenging. Through hardware-algorithm co-design, Shin et al. propose a dual-domain architecture supporting both digital and analog processing, enabling energy-efficient similarity search.