VIBNN: Hardware Acceleration of Bayesian Neural Networks

Ruizhe Cai, Ao Ren, Ning Liu +5

Bayesian Neural Networks (BNNs) have been proposed to address the problem of model uncertainty in training and inference. By introducing weights associated with conditioned probabi…