Yi-Ning Zhao

Spin orbit torque magnetic tunneling junction for noise-tolerant and resource-saving probabilistic binary neural network

The deployment of large-scale 32-bit neural networks is hindered by the escalating parameter sizes and inherent susceptibility to noise. Here, we present a nonvolatile memory (NVM)-based probabilistic computing architecture, which harnesses both the stochastic nature and in-memory computing capabilities of NVM to enhan...