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| Theoretical analysis of the implementation of neural computation in quantum systems |
| Xie Guangjun①②; Li Bin①; Zhuang Zhenquan① |
| ①Department of Electronic Science and Technology of USTC Hefei 230026 China;②Department of Applied Physics Hefei University of Technology Hefei 230009 China |
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Abstract Through the comparison between quantum systems and information processing in human brain it can be found that there are many similar mathematical expressions both in quantum theory and neural networks, with some formula a generalized Hebb learning algorithm is proposed based on quantum system, and its convergence performance is also certified. Finally, a quantum neural computational model in a quantum dot system is designed, after analysing it results in that this model can realize the learning of simple logic.
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Received: 03 September 2001
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2003, Vol. 25 
