Abstract. In this work, authors cover the basics of thinking feasibility of the acquired practical experience of application of methods, technologies of artificial neural networks application based on neuroemulator of neuromorphic computers with patterns formation. Study provides results of patterns formation in 2D and 3D formats in seismic wave fields of Verkhnechonsk field There is also forecasting based on pattern formation results on licensed sites that has led to petroleum discovery.

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The article considers physical basis for formation and propagation of sound and its psychophysical perception by living creatures. The authors suggest an algorithm of living creatures’ identification by the voice timbre and the algorithm’s practical realization by artificial neural networks, by initialization of a conversation by the robot in order to reduce ambiguity of responses and to improve the quality of recognition in real-time mode.

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