A construction of cryptography system based on quantum neural network
| Autor: | Tu Tran Anh, Nam Vu Thanh, The Dung Luong |
|---|---|
| Rok vydání: | 2016 |
| Předmět: |
Physical neural network
Neural cryptography Theoretical computer science Artificial neural network Computer science business.industry Time delay neural network Computer Science::Neural and Evolutionary Computation 02 engineering and technology 010502 geochemistry & geophysics 01 natural sciences Quantum neural network Qubit 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing Artificial intelligence Types of artificial neural networks business 0105 earth and related environmental sciences Quantum computer |
| Zdroj: | KSE |
| DOI: | 10.1109/kse.2016.7758070 |
| Popis: | Quantum neural networks (QNNs) have been explored as one of the best approach for improving the computational efficiency of neural networks. Because of the powerful and fantastic performance of quantum computation, some researchers have begun considering the implications of quantum computation on the field of artificial neural networks (ANNs).The purpose of this paper is to introduce an application of QNNs in construction of cryptography system in which two networks exchange their outputs (in qubits) and the key to be synchronized between two communicating parties. This system is based on multilayer qubit QNNs trained with back-propagation algorithm. |
| Databáze: | OpenAIRE |
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