QUALCOMM Incorporated
QUANTUM DEFORMED BINARY NEURAL NETWORKS

Abstract:

Certain aspects of the present disclosure provide techniques for processing data in a quantum deformed binary neural network, including: determining an input state for a layer of the quantum deformed binary neural network; computing a mean and variance for one or more observables in the layer; and returning an output activation probability based on the mean and variance for the one or more observables in the layer.