Memristor-based compute-in-memory systems face performance challenges due to inherent noise, traditionally seen as a drawback. Here, the authors review strategies that harness this noise to enhance computational functionalities, highlighting its potential to improve optimization, enrich feature spaces, and enable stochastic processes, thus paving the way for innovative, energy-efficient computing technologies.
- Chenchen Ding
- Yuan Ren
- Ngai Wong