Geodesic
The linear threshold gate with adaptive accuracy
News of the Kabardin-Balkar scientific center of RAS, no. 1 (2011), pp. 46-50

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One gate corresponds to linear threshold function (LTF) arity n. The algorithm of work of the gate is based on research of the internal device of the LTF-functions inducing splitting of numerical space of scales on final number of classes, being in one to one conformity with realized logic functions. The gate it is adaptive increases weight in the form of a n-bit vector (on one bit on each argument). (1) Algorithm doesn't limit number accessible linear function. (2) Algorithm is based on prescheduled calculation of a sign. The gate is intended for use in traditional neural systems. The gate can be realized at hardware level in system of architecture FPGA.
Keywords: linear threshold function, threshold gate, hardware neuron, hardware architecture FPGA. 
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     author = {U. M. Bishenov and T. H. Tavkesheva},
     title = {The linear threshold gate with adaptive accuracy},
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}
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U. M. Bishenov; T. H. Tavkesheva. The linear threshold gate with adaptive accuracy. News of the Kabardin-Balkar scientific center of RAS, no. 1 (2011), pp. 46-50. http://geodesic.mathdoc.fr/item/IZKAB_2011_1_a7/