Projected Stochastic Gradient Descent with Quantum Annealed Binary Gradients

Maximilian Krahn, Michele Sasdelli, Fengyi Yang +4

We present, QP-SBGD, a novel layer-wise stochastic optimiser tailored towards training neural networks with binary weights, known as binary neural networks (BNNs), on quantum hardw…