Quantum HyperNetworks: Training Binary Neural Networks in Quantum Superposition

2 code implementations • 19 Jan 2023 • Juan Carrasquilla, Mohamed Hibat-Allah, Estelle Inack, Alireza Makhzani, Kirill Neklyudov, Graham W. Taylor, Giacomo Torlai

Binary neural networks, i. e., neural networks whose parameters and activations are constrained to only two possible values, offer a compelling avenue for the deployment of deep learning models on energy- and memory-limited devices.

Combinatorial Optimization