Bayesian Inference on Binary Spiking Networks Leveraging Nanoscale Device Stochasticity

Prabodh Katti, Nicolas Skatchkovsky, Osvaldo Simeone +2

Bayesian Neural Networks (BNNs) can overcome the problem of overconfidence that plagues traditional frequentist deep neural networks, and are hence considered to be a key enabler f…