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Eighth Asian Test Symposium (ATS'99)
Fault-Tolerant Analysis of Feedback Neural Networks with Threshold Neurons
Shanghai, China
November 16-November 18
ISBN: 0-7695-0315-2
| ASCII Text | x | ||
| Tao Zhang, Dongcheng Hu, Shiyuan Yang, "Fault-Tolerant Analysis of Feedback Neural Networks with Threshold Neurons," 2012 IEEE 21st Asian Test Symposium, pp. 209, Eighth Asian Test Symposium (ATS'99), 1999. | |||
| BibTex | x | ||
| @article{ 10.1109/ATS.1999.810752, author = {Tao Zhang and Dongcheng Hu and Shiyuan Yang}, title = {Fault-Tolerant Analysis of Feedback Neural Networks with Threshold Neurons}, journal ={2012 IEEE 21st Asian Test Symposium}, volume = {0}, year = {1999}, issn = {1081-7735}, pages = {209}, doi = {http://doi.ieeecomputersociety.org/10.1109/ATS.1999.810752}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - 2012 IEEE 21st Asian Test Symposium TI - Fault-Tolerant Analysis of Feedback Neural Networks with Threshold Neurons SN - 1081-7735 SP EP A1 - Tao Zhang, A1 - Dongcheng Hu, A1 - Shiyuan Yang, PY - 1999 KW - Feedback Neural Networks KW - Fault-tolerant Analysis KW - Central Limit Theorem VL - 0 JA - 2012 IEEE 21st Asian Test Symposium ER - | |||
In this paper, based on the statistical approach , the fault-tolerant behavior of feedback neural networks (FNN) with threshold neurons is discussed in detail. Firstly, the model of faults for FNN are defined. Secondly, the effect of link faults and error feedback on the fault-tolerant behavior are analyzed and corresponding formulas are given. Finally, the computer simulation shows the correctness of conclusions presented in this paper.
Index Terms:
Feedback Neural Networks, Fault-tolerant Analysis, Central Limit Theorem
Citation:
Tao Zhang, Dongcheng Hu, Shiyuan Yang, "Fault-Tolerant Analysis of Feedback Neural Networks with Threshold Neurons," ats, pp.209, Eighth Asian Test Symposium (ATS'99), 1999
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