S. T. Akhmetova

Abstracts

2 Modeling Binomial Dependent Distribution of the Values: Synthesis Tables of Probabilities of Errors of the First and Second Kind of Biometrics-Neural Network Authentication System

Authors: S. T. Akhmetova, B. S.Akhmetov, D. N. Nadeyev, V. Yu. Yegorov, V. V. Smogoonov

Abstract:

Estimated probabilities of errors of the first and second kind for nonideal biometrics-neural transducers 256 outputs, the construction of nomograms based error probability of 'own' and 'alien' from the mathematical expectation and standard deviation of the normalized measures Hamming.

Keywords: Modeling, Probability, Biometrics, Neural Network, Authentication, Errors

Procedia PDF Downloads 348
1 Description of the Non-Iterative Learning Algorithm of Artificial Neuron

Authors: B. S. Akhmetov, T. S. Kartbayev, S. T. Akhmetova, A. I. Ivanov, A. Y. Malygin

Abstract:

The problem of training of a network of artificial neurons in biometric appendices is that this process has to be completely automatic, i.e. the person operator should not participate in it. Therefore, this article discusses the issues of training the network of artificial neurons and the description of the non-iterative learning algorithm of artificial neuron.

Keywords: Biometrics, artificial neuron, biometrical applications, learning of neuron, non-iterative algorithm

Procedia PDF Downloads 331