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Hairy Network
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Neural Network Laboratory |
J.20 Cheng-Yuan Liou and Shiao-Lin Lin (2006), Finite memory loading in hairy neurons, Natural Computing, vol. 5, no. 1, pages 15-42 |
B.12 Cheng-Yuan Liou (2008), Geometrical perspective on hairy memory, International Conference on Artificial Neural Networks (ICANN), Sep. 3-6, Prague, Czech Republic, in edited book published by LNCS 5164, Part II, pages 869-878 |
B.2 Cheng-Yuan Liou (2006), Backbone structure of hairy memory, ICANN, The 16th International Conference on Artificial Neural Networks, September 10-14, Athens Greece, in edited book published by LNCS 4131, Part I, pages 688-697 |
J.15 Cheng-Yuan Liou, Shao-Kuo Yuan (1999), Error Tolerant Associative Memory, Biological Cybernetics, vol. 81, pages 331-342. |
B.1 Cheng-Yuan Liou and Un-Cheong Sou (2003), Loading Temporal Associative Memory Using the Neuronic Equation, ICANN/ICONIP, The 13th International Conference on Artificial Neural Networks and 10th International Conference on Neural Information Processing, ICONIP, June 26-29, in edited book published by LNCS 2714, pages 52-59, Istanboul, Turkey, "Solution space of Boolean algebra". |
J.19 Cheng-Yuan Liou, Jau-Chi Huang, and Yen-Ting Kuo (2005), Geometrical Perspective on Learning Behavior, Journal of Information Science and Engineering, vol. 21, no. 4, pages 721-732 |
J.9 Cheng-Yuan Liou and Jiann-Ming Wu (1996), Self-organization using Potts models, Neural Networks, vol. 9, no. 4, pages 671-684 |
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code |
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turbo c |
matlab |
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et-AM |
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temporal et-AM | |||
e-AM |
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a-AM |
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Training Patterns
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all zip | N=5 P=5 |
N=5 P=3 |
N=10 P=5 |
N=10 P=3 |
N=20 P=20 |
N=20 P=25 |
N=20 P=45 |
Generating Function For Melody -- Demonstrations of the Program
Generating Function For Melody
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Formation of hairy attractor and memory; four mechanisms to save the memories, see articles et-AM in J.15; e-AM in J.20; b-AM in B.2 and a-AM in B.12.
Perfect Recall and remembering, see articles J.15; J.20; B.2 and B.12.
Hairy attractor; Basin radius (see equation (7) in pages 871 and 872 in B.12; also equation (25) in page 338 in J.15)
Copyright@2006 by Cheng-Yuan Liou
All Rights Reserved