Geodesic
The calculation of probability characteristics of perceptron type recognition system
Proceedings of the Yerevan State University. Physical and mathematical sciences, no. 3 (1990), pp. 152-155.

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The paper is devoted to the study of the problem of image recognition. The perceptron method of recognition is considered. A general method of calculation of perceptron probability characteristics is given. The mathematical expectation of the weight of perceptron element is calculated. 
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S. G. Sargsian. The calculation of probability characteristics of perceptron type recognition system. Proceedings of the Yerevan State University. Physical and mathematical sciences, no. 3 (1990), pp. 152-155. http://geodesic.mathdoc.fr/item/UZERU_1990_3_a12/

[1] A. G. Ivanenko (pod red.), Perseptron-sistema raspoznavaniya obraztsov, Naukova dumka, Kiev, 1964

[2] V. Feller, Vvedenie v teoriyu veroyatnostei i ee prilozhenie, T. 1, Mir, M., 1967 | MR