Requirements for the formation of synthetic images of the electroencephalogram for the tasks of highly reliable biometric authentication

Borshevnikov A. E., Goncharov S. M., Dobrzhinskii Yu. V.

The article discusses algorithms of generation of synthetic images of the electroencephalogram used in the tasks of highly reliable biometric authentication. The paper describes the indicators of stability, uniqueness and quality of biometric parameters used to train the neural network converter "Biometrics - access code". Within the framework of the article, the requirements for the generation of synthetic biometric images of an electroencephalogram are formed using the example of the P300 potential.

Keywords:biometric authentication, neural net transformer "Biometrics - access code", key recovery, electroencephalogram, P300, natural biometric images, synthetic biometric images