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 non-volatile memory (NVM)-based probabilistic computing architecture, which harnesses both the stochastic nature and in-memory computing capabilities of NVM to enha...
Hongchao Zhang, Tianxiao Nie, Weisheng Zhao et al.
· AIP Publishing · 0 citations