Title :
Quantum associative memory that processes nonorthogonal patterns
Author :
Zheng, Lingxiang ; Zhou, Changle
Author_Institution :
Sch. of Inf. Sci. & Technol., Xiamen Univ., Xiamen, China
Abstract :
A novel quantum associative memory using the quantum holography scheme is presented. The patterns stored in the model are encoded into a set of independent quantum states. It overcomes the harm of nonorthogonal by storing these independent patterns into the memory using an iterative learning algorithm. The positive operation valued measurement is performed on the selectively recalled quantum state when does the information retrieval. Computer simulations show that the model exhibits good associative ability. Benefiting from the quantum implementation, the model not only can improve the performance and storage capacity, it also may be a suitable model to explain the biological associative phenomena because the phase of oscillation is inherent in the model.
Keywords :
content-addressable storage; information retrieval; iterative methods; learning systems; quantum computing; biological associative phenomena; independent patterns; independent quantum states; information retrieval; iterative learning algorithm; nonorthogonal patterns; quantum associative memory; quantum holography scheme; Associative memory; Biological information theory; Biological neural networks; Biological system modeling; Holography; Intelligent systems; Iterative algorithms; Knowledge engineering; Quantum computing; Quantum mechanics;
Conference_Titel :
Intelligent System and Knowledge Engineering, 2008. ISKE 2008. 3rd International Conference on
Conference_Location :
Xiamen
Print_ISBN :
978-1-4244-2196-1
Electronic_ISBN :
978-1-4244-2197-8
DOI :
10.1109/ISKE.2008.4730997