A Novel Process Neural Networks Model Based on Quantum Computing

Download Now
Provided by: International Journal of Computer and Information Technology (IJCIT)
Topic: Networking
Format: PDF
In this paper, the authors research on integrating quantum computing with process neural networks. To enhance the approximation and generalization ability of Process Neural Networks (PNN), by studying the quantum implementation of information processing of process neuron, a new designing idea of process neuron, based on the quantum rotation gates and the multi-qubits controlled-hadamard gates, is proposed in this paper. In the proposed approach, the discrete inputs are represented by the qubits, which, as the control qubits of the controlled-hadamard gates after being rotated by the quantum rotation gates, control the target qubits for reverse.
Download Now

Find By Topic