jindan li

Dynamic Symmetric Point Tracking: Tackling Non-ideal Reference in Analog In-memory Training

Analog in-memory computing (AIMC) performs computation directly within resistive crossbar arrays, offering an energy-efficient platform to scale large vision and language models. However, non-ideal analog device properties make the training on AIMC devices challenging. In particular, its update asym…