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On some properties of a hetereogeneous transfer function involving symmetric saturated linear (SATLINS) with hyperbolic tangent (TANH) transfer functions
For transfer functions to map the input layer of the statistical neural network model to the output layer perfectly, they must lie within bounds that characterize probability distributions. The heterogeneous transfer function, SATLINS_TANH, is established as a Probability Distribution Function (p.d....
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| Format: | Article |
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2013-11
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| LEADER | 00000njm a2000000a 4500 | ||
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| 001 | oai:repository.ui.edu.ng:123456789/5331 | ||
| 042 | |a dc | ||
| 720 | |a Udomboso, C. G. |e author | ||
| 260 | |c 2013-11 | ||
| 520 | |a For transfer functions to map the input layer of the statistical neural network model to the output layer perfectly, they must lie within bounds that characterize probability distributions. The heterogeneous transfer function, SATLINS_TANH, is established as a Probability Distribution Function (p.d.f), and its mean and variance are shown. | ||
| 024 | 8 | |a 1538-9472 | |
| 024 | 8 | |a ui_art_udomboso_on_2013 | |
| 024 | 8 | |a Journal of Modern Applied Statistical Methods 12(2), pp. 427-435 | |
| 024 | 8 | |a http://ir.library.ui.edu.ng/handle/123456789/5331 | |
| 653 | |a Statistical neural network | ||
| 653 | |a SATLINS | ||
| 653 | |a TANH | ||
| 653 | |a SATLINS_TANH | ||
| 653 | |a Mean | ||
| 653 | |a Variance | ||
| 245 | 0 | 0 | |a On some properties of a hetereogeneous transfer function involving symmetric saturated linear (SATLINS) with hyperbolic tangent (TANH) transfer functions |