Title :
Blind qubit state disentanglement with Quantum processing: Principle, criterion and algorithm using measurements along two directions
Author :
Deville, Yannick ; Deville, Alain
Author_Institution :
IRAP, Univ. de Toulouse, Toulouse, France
Abstract :
In the framework of Blind Quantum Source Separation, we investigate the adaptation of a separating system which receives coupled quantum bit (qubit) states and processes them with quantum means in its feedforward path, to uncouple them. We propose the first separation principle which ensures that the output qubit states of this system are disentangled and that they restore the non-entangled source qubit states up to limited indeterminacies. This separation principle exploits measurements of output spin components along two directions and has some links with the non-quantum Independent Component Analysis (ICA) principle. It opens the way to various practical separation criteria and algorithms, some of which are described here.
Keywords :
blind source separation; independent component analysis; quantum computing; quantum entanglement; signal restoration; ICA; blind quantum source separation; blind qubit state disentanglement; coupled quantum bit states; feedforward path; first separation principle; nonentangled source qubit state restoration; nonquantum independent component analysis principle; output qubit states; output spin component measurements; quantum processing; Couplings; Feedforward neural networks; Independent component analysis; Signal processing algorithms; Source separation; Vectors; blind source separation; entanglement; independent component analysis; quantum bit (qubit); unsupervised learning;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
Conference_Location :
Florence
DOI :
10.1109/ICASSP.2014.6854800