Bayes2IMC: In-Memory Computing for Bayesian Binary Neural Networks

Prabodh Katti, Clement Ruah, Osvaldo Simeone +2

Bayesian Neural Networks (BNNs) provide superior estimates of uncertainty by generating an ensemble of predictive distributions. However, inference via ensembling is resource-inten…