Optimizing Superconducting Adiabatic Neural Networks for Efficient Boolean Logic Operations

The authors develop an optimization approach based on the gradient descent method to adjust the parameters of a superconducting adiabatic neural network, enabling efficient signal transmission between the network layers and implementation of XOR and OR logic operations.