What is the future of analog computing?

After decades of digital dominance, analog approaches are returning for specific workloads: in-memory computing, neuromorphic hardware, photonic accelerators, and stochastic computing for energy-efficient inference.

Whether analog or hybrid systems will displace digital accelerators for any large class of workloads, and on what timescale, is an open question for the industry.