Abstract
The paper studies finite precision Extended Alternating Projection Neural Network (FPEAP) and its related problems. An improved training method of FPEAP has been present after considering the finite precision influence on the training method of EAP. Then the mathematical relation among the factors influencing the association times has been studied. Finally simulation experiments have been designed and simulation results demonstrate validity of theoretical analyses.
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References
Marks, R.J., Oh, S., Atlas, L.E.: Alternating Projection Neural Networks. IEEE Trans. CAS. 36(6), 846–857 (1989)
Wang, J.: Target signal detection and target localization [Doctoral dissertation]. Naval University of Engineering, Wuhan (May 2001)
Wang, J.-G., Gong, S.-G., Chen, S.-F.: Sufficient and necessary condition of the extended alternating projection neural network configured as a content addressable memory. Tien Tzu Hsueh Pao/Acta Electronica Sinica 32(4), 596–600 (2004)
Wang, J., Lin, C., Gong, S.: An extrapolation algorithm for band-limited signals based on Alternating Projection Neural Networks. Tien Tzu Hsueh Pao/Acta Electronica Sinica 28(10), 52–55 (2000)
Wang, J., Gong, S., Lin, C., Tang, J., Liu, S.: Notch filter based on Complex Alternating Projection Neural Networks. Journal of Data Acquisition & Processing 16(4), 440–445 (2001)
Wang, J.-g., Chen, S.-f., Gong, S.-g., Chen, Z.-q.: An extended alternating projection neural networks based weak-signal separation algorithm. In: IEEE International Conference on RISSP, October 8-13, vol. 1, pp. 554–558 (2003)
Wang, J., Wang, Y., Cui, X.: Further Research on Extended Alternating Projection Neural Network. In: Huang, D.-S., Zhao, Z., Bevilacqua, V., Figueroa, J.C. (eds.) ICIC 2010. LNCS, vol. 6215, pp. 33–40. Springer, Heidelberg (2010)
Zhang, M.: Matrix Theory for Engineering. Southeast University Press, Nanjing (1995)
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Wang, Y., Wang, J. (2012). Finite Precision Extended Alternating Projection Neural Network (FPEAP). In: Huang, DS., Gan, Y., Premaratne, P., Han, K. (eds) Bio-Inspired Computing and Applications. ICIC 2011. Lecture Notes in Computer Science(), vol 6840. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-24553-4_4
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DOI: https://doi.org/10.1007/978-3-642-24553-4_4
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-24552-7
Online ISBN: 978-3-642-24553-4
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