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DEVELOPMENT AND PRACTICAL APPLICATION OF NEURAL INFORMATION TECHNOLOGIES. РATTERNS

D. O. Gafurov 1, O. M. Gafurov 2.

1 Krasnoyarsk Research Institute of Geology and Mineral Resources, Krasnoyarsk, Russia; 2 InformGeoServis, Tomsk, Russia

In the present paper the authors consider fundamentals of intellection and possibility of realizing the accumulated practical experience in the development of methods and application technologies of artificial neural networks based on a neuro-emulator on neuromorphic computing devices with сomposition of patterns. Patterns composition results in 2D and 3D seismic wavefields over the Verkhnechonskoye oil and gas field are presented as well as the further forecast on its basis at licensed blocks, which led to the discovery of accumulation.

Keywords: neural networks, integration of data, patterns, reflexes, finite state automatons, finite induction, neuromorphic chips.

DOI 10.20403/2078-0575-2018-4-95-104