The realization of quantum complex-valued backpropagation neural network in pattern recognition problem

ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age

Volumn 1, Issue , 2002, Pages 462-466

  Mitrpanont, J L ^a   Srisuphab, A ^a  

^a Mahidol University   (Thailand)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ARTIFICIAL INTELLIGENCE; BACKPROPAGATION ALGORITHMS; COMPLEX NETWORKS; INFORMATION SCIENCE; LEARNING ALGORITHMS; LOGIC CIRCUITS; NEURAL NETWORKS; PATTERN RECOGNITION; PROBLEM SOLVING; QUANTUM OPTICS; QUANTUM THEORY; RECONFIGURABLE HARDWARE;

BACK PROPAGATION NEURAL NETWORKS; BACKPROPAGATION LEARNING; BACKPROPAGATION LEARNING ALGORITHM; NATURAL REPRESENTATION; PARALLEL COMPUTATION; PATTERN RECOGNITION PROBLEMS; QUANTUM CIRCUIT; QUANTUM NEURAL NETWORKS;

BACKPROPAGATION;

EID: 84965077460     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICONIP.2002.1202213     Document Type: Conference Paper

References (11)

1. E. Riefel, "Introduction to Quantum Computing for Non-Physicists," ACM Computing Surveys, vol. 32(3), pp.330-335,2000.
2. J. Mitrpanont and A. Duangkaew, "BPN Simulator: The Backpropagation Neural Network Simulator," EAST-WEST Journal of Mathematics, 2002.
3. J. Mitrpanont and A. Srisuphab, "The Development of Quantum Complex-valued Backpropagation Neural Network," MU-TR-44-009, Technical Report, Computer Science, Mahidol University, Bangkok, Thailand (2001)
4. M. Gallagher and T. Downs, "Visualization of learning in neural networks using principal components analysis," in Proc. International Conference on Computational Intelligence and Multimedia Applications, Gold Coast, Australia, 1997, pp 327-331.
5. L. Prechelt, "PROBEN1 - A Set of Neural Network Benchmark Problems and Benchmarking Rules," Technical Report 21/94, Fakultat fur Informatik, Universitat Karslruhe, 1994.
6. N. Matsui, N. Kouda and H. Nishimura, "Neural Networks Based on QBP and its Performance," Neural Network, 2000, IJCNN 2000, Proceeding of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, vol. 3, pp.247-252, 2000.
7. N. Matsui and M. Takai, "A Network Model Based on Qubitlike Neuron Corresponding to Quantum Circuit," Electronic and Communications in Japan, Part 3, vol. 83(10), 2000.
8. Denshi Joho Tsushin Gakkai Ronbunshi, vol. J81-A(12), December 1998,pp.1687-1692.
9. N. Kouda, N. Matsui and H. Nishimura, "Learning Performance of Neuron Model based on Quantum Superposition," Proceeding of the 2000 IEEE International Workshop on Robot and Human Interactive Communication Osaka, Japan, September 27-29,2000.
10. T. Nitta, "A Back-propagation Algorithm for Complex Numbered Neural Networks," Neural Networks, 1993, Proceeding of 1993 International Joint Conference on, vol.2,pp. 1649-1652,1993.
11. T. Nitta, "Structure of Learning in the Complex Numbered Back-Propagation Network," Neural Network, 1994 IEEE World Congress on Computation Intelligence, 1994. IEEE International Conference on, vol. 1, pp. 269-274, 1994.