{"id":1857,"date":"2021-01-16T20:17:31","date_gmt":"2021-01-16T18:17:31","guid":{"rendered":"http:\/\/journals.khnu.km.ua\/vestnik\/?p=1857"},"modified":"2021-04-30T11:30:15","modified_gmt":"2021-04-30T08:30:15","slug":"%d0%be%d0%bf%d0%b5%d1%80%d0%b0%d1%86%d1%96%d0%b9%d0%bd%d0%be-%d0%b5%d0%bb%d0%b5%d0%bc%d0%b5%d0%bd%d1%82%d0%bd%d0%b8%d0%b9-%d0%b1%d0%b0%d0%b7%d0%b8%d1%81-%d0%b4%d0%bb%d1%8f-%d1%96%d0%bd%d1%82%d0%b5","status":"publish","type":"post","link":"https:\/\/journals.khnu.km.ua\/vestnik\/?p=1857","title":{"rendered":"\u041e\u043f\u0435\u0440\u0430\u0446\u0456\u0439\u043d\u043e-\u0435\u043b\u0435\u043c\u0435\u043d\u0442\u043d\u0438\u0439 \u0431\u0430\u0437\u0438\u0441 \u0434\u043b\u044f \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u0438\u0445 \u0441\u0438\u0441\u0442\u0435\u043c"},"content":{"rendered":"<p style=\"text-align: center;\">\u041e\u041f\u0415\u0420\u0410\u0426\u0406\u0419\u041d\u041e-\u0415\u041b\u0415\u041c\u0415\u041d\u0422\u041d\u0418\u0419 \u0411\u0410\u0417\u0418\u0421 \u0414\u041b\u042f \u0406\u041d\u0422\u0415\u041b\u0415\u041a\u0422\u0423\u0410\u041b\u042c\u041d\u0418\u0425 \u0421\u0418\u0421\u0422\u0415\u041c<\/p>\n<p style=\"text-align: center;\">OPERATING-ELEMENTAL BASIS FOR INTELLIGENT SYSTEMS<\/p>\n<p><a href=\"http:\/\/journals.khnu.km.ua\/vestnik\/wp-content\/uploads\/2021\/01\/39-8.pdf\"><img src=\"http:\/\/journals.khnu.km.ua\/vestnik\/wp-content\/uploads\/2021\/01\/pdf.png\" \/><\/a> <strong>\u0421\u0442\u043e\u0440\u0456\u043d\u043a\u0438: 197-201. \u041d\u043e\u043c\u0435\u0440: \u21166, 2019 (279)<\/strong><br \/>\n<strong>\u0410\u0432\u0442\u043e\u0440\u0438: <\/strong><br \/>\n\u0422.\u0411. \u041c\u0410\u0420\u0422\u0418\u041d\u042e\u041a, \u0410.\u0412. \u041a\u041e\u0416\u0415\u041c\u2019\u042f\u041a\u041e, \u041b.\u041c. \u041a\u0423\u041f\u0415\u0420\u0428\u0422\u0415\u0419\u041d, \u041e.\u0421. \u0411\u0415\u0417\u041a\u0420\u0415\u0412\u041d\u0418\u0419<br \/>\n\u0412\u0456\u043d\u043d\u0438\u0446\u044c\u043a\u0438\u0439 \u043d\u0430\u0446\u0456\u043e\u043d\u0430\u043b\u044c\u043d\u0438\u0439 \u0442\u0435\u0445\u043d\u0456\u0447\u043d\u0438\u0439 \u0443\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442<br \/>\nT.B. MARTYNIUK, A.V. KOZHEMIAKO, L.M. KUPERSHTEIN, O.S. BEZKREVNYI<br \/>\nVinnytsia National Technical University<br \/>\n<strong>DOI:<\/strong> <a href=\"https:\/\/www.doi.org\/10.31891\/2307-5732-2019-279-6-197-201\">https:\/\/www.doi.org\/10.31891\/2307-5732-2019-279-6-197-201<\/a><br \/>\n<strong>\u0420\u0435\u0446\u0435\u043d\u0437\u0456\u044f\/Peer review :<\/strong> 12.12.2019 \u0440.<br \/>\n<strong>\u041d\u0430\u0434\u0440\u0443\u043a\u043e\u0432\u0430\u043d\u0430\/Printed :<\/strong> 16.01.2020 \u0440.<\/p>\n<p style=\"text-align: center;\"><strong>\u0410\u043d\u043e\u0442\u0430\u0446\u0456\u044f \u043c\u043e\u0432\u043e\u044e \u043e\u0440\u0438\u0433\u0456\u043d\u0430\u043b\u0443<\/strong><\/p>\n<p>\u0420\u043e\u0437\u0448\u0438\u0440\u0435\u043d\u043d\u044f \u043e\u0431\u043b\u0430\u0441\u0442\u0456 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u043d\u043e\u0433\u043e \u0437\u0430\u0441\u0442\u043e\u0441\u0443\u0432\u0430\u043d\u043d\u044f \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u0438\u0445 \u0441\u0438\u0441\u0442\u0435\u043c \u043f\u043e\u0442\u0440\u0435\u0431\u0443\u0454 \u043c\u0435\u0442\u043e\u0434\u0456\u0432 \u0442\u0430 \u0437\u0430\u0441\u043e\u0431\u0456\u0432 \u0448\u0432\u0438\u0434\u043a\u0456\u0441\u043d\u043e\u0433\u043e \u0432\u0438\u0441\u043e\u043a\u043e\u043f\u0430\u0440\u0430\u043b\u0435\u043b\u044c\u043d\u043e\u0433\u043e \u043e\u0431\u0440\u043e\u0431\u043b\u0435\u043d\u043d\u044f \u0437\u043d\u0430\u0447\u043d\u0438\u0445 \u043c\u0430\u0441\u0438\u0432\u0456\u0432 \u0434\u0430\u043d\u0438\u0445 \u0440\u0456\u0437\u043d\u043e\u0457 \u043f\u0440\u0438\u0440\u043e\u0434\u0438. \u0414\u043b\u044f \u0446\u044c\u043e\u0433\u043e \u043d\u0435\u043e\u0431\u0445\u0456\u0434\u043d\u043e \u0432\u0438\u0437\u043d\u0430\u0447\u0438\u0442\u0438 \u043d\u043e\u043c\u0435\u043d\u043a\u043b\u0430\u0442\u0443\u0440\u0443 \u043e\u043f\u0435\u0440\u0430\u0446\u0456\u0439\u043d\u043e-\u0435\u043b\u0435\u043c\u0435\u043d\u0442\u043d\u043e\u0433\u043e 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\u0440\u0430\u0445\u0443\u043d\u043e\u043a \u0432\u0432\u0435\u0434\u0435\u043d\u043d\u044f \u043b\u0456\u043d\u0456\u0439\u043a\u0438 \u0435\u043a\u0441\u0442\u0440\u0435\u043c\u0430\u0442\u043e\u0440\u0456\u0432, \u0434\u0435\u0442\u0435\u043a\u0442\u043e\u0440\u0430 \u043c\u0430\u043a\u0441\u0438\u043c\u0443\u043c\u0443 \u0456 \u0434\u0438\u0441\u043a\u0440\u0438\u043c\u0456\u043d\u0430\u0442\u043e\u0440\u0430. \u0426\u0456 \u0432\u0443\u0437\u043b\u0438, \u0440\u0435\u0430\u043b\u0456\u0437\u043e\u0432\u0430\u043d\u0456 \u043d\u0430 \u043f\u0435\u0440\u0441\u043f\u0435\u043a\u0442\u0438\u0432\u043d\u0456\u0439 \u0435\u043b\u0435\u043c\u0435\u043d\u0442\u043d\u0456\u0439 \u0431\u0430\u0437\u0456, \u0437\u043d\u0430\u0447\u043d\u043e \u043f\u0440\u0438\u0441\u043a\u043e\u0440\u044f\u0442\u044c \u043f\u0440\u043e\u0446\u0435\u0441 \u043f\u0430\u0440\u0430\u043b\u0435\u043b\u044c\u043d\u043e\u0433\u043e \u043e\u0431\u0440\u043e\u0431\u043b\u0435\u043d\u043d\u044f \u0434\u0430\u043d\u0438\u0445, \u043f\u0456\u0434\u0432\u0438\u0449\u0430\u0442\u044c \u043d\u0430\u0434\u0456\u0439\u043d\u0456\u0441\u0442\u044c \u0442\u0430 \u043a\u043e\u043c\u043f\u0430\u043a\u0442\u043d\u0456\u0441\u0442\u044c \u043f\u0440\u0438 \u0430\u043f\u0430\u0440\u0430\u0442\u043d\u0456\u0439 \u0440\u0435\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u0457 \u0431\u043b\u043e\u043a\u0456\u0432 \u0442\u0430 \u043f\u0456\u0434\u0441\u0438\u0441\u0442\u0435\u043c \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u0438\u0445 \u0441\u0438\u0441\u0442\u0435\u043c.<br \/>\n<strong>\u041a\u043b\u044e\u0447\u043e\u0432\u0456 \u0441\u043b\u043e\u0432\u0430:<\/strong> \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u0430 \u0441\u0438\u0441\u0442\u0435\u043c\u0430, \u043e\u043f\u0435\u0440\u0430\u0446\u0456\u0439\u043d\u043e-\u0435\u043b\u0435\u043c\u0435\u043d\u0442\u043d\u0438\u0439 \u0431\u0430\u0437\u0438\u0441, \u043d\u0435\u0439\u0440\u043e\u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0456\u0457, \u043a\u043b\u0430\u0441\u0438\u0444\u0456\u043a\u0430\u0446\u0456\u044f, \u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u043a\u0435\u0440\u0443\u0432\u0430\u043d\u043d\u044f.<\/p>\n<p style=\"text-align: center;\"><strong>\u0420\u043e\u0437\u0448\u0438\u0440\u0435\u043d\u0430 \u0430\u043d\u043e\u0442\u0430\u0446\u0456\u044f \u0430\u043d\u0433\u043b\u0456\u0439\u0441\u044c\u043a\u043e\u044e \u043c\u043e\u0432\u043e\u044e<\/strong><\/p>\n<p>Expanding of the field of intelligent systems application requires the methods and means of high-speed processing of large data sets of different nature. For this purpose it is necessary to define the nomenclature of the operating-elemental basis for the hardware implementation of basic procedures in intelligent systems. The widespread use of neurotechnology requires supplementing the well-known list of basic functional units by introducing a line of extremators, a maximum detector and a discriminator. These units, implemented on a promising element base, will greatly accelerate the process of parallel data processing, increase reliability and compactness in hardware implementation of blocks and subsystems of intelligent systems.<br \/>\n<strong>Keywords:<\/strong> intelligent system, operating-elemental basis, neurotechnology, classification, control system.<\/p>\n<p style=\"text-align: center;\"><strong>References<\/strong><\/p>\n<ol>\n<li>Osovskij S. Nejronnye seti dlya obrabotki informacii \/ S. Osovskij ; per. s polsk. D. Rudinskogo. \u2013 M. : Finansy i statistika, 2004. \u2013 344 s. \u2013 ISBN 5-279-02567-4.<\/li>\n<li>Tsmots I.H. Informatsiini tekhnolohii ta spetsializovani zasoby obrobky syhnaliv i zobrazhen u realnomu chasi \/ I.H. Tsmots. \u2013 Lviv, 2005. \u2013 228 s. \u2013 ISBN 966-322-024-4.<\/li>\n<li>Prett U. Cifrovaya obrabotka izobrazhenij \/ U. Prett ; per. s angl. \u2013 V 2-h kn. \u2013 M. : Mir, 1982. \u2013 792 s.<\/li>\n<li>Martyniuk T.B. Analiz operatsiinoho bazysu dlia neiromerezhevykh intelektualnykh system \/ T.B. Martyniuk, A.V. Kozhem`iako, N.O. Denysiuk, T.Iu. Pozdniakova \/\/ Informatsiini tekhnolohii ta komp`iuterna inzheneriia. \u2013 2015. \u2013 \u2116 2 (33). \u2013 S. 83\u201387. \u2013 ISSN 1999-9994.<\/li>\n<li>Carev A.P. Algoritmicheskie modeli i struktury vysokoproizvoditelnyh processorov cifrovoj obrabotki signalov \/ A.P. Carev. \u2013 Szczecin, Informa, 2000. \u2013 237 s. \u2013 ISBN 83-87362-34-4.<\/li>\n<li>Ispolzovanie nejronnyh setej [Elektronnij resurs]. \u2013 Rezhim dostupu : http:\/\/www.neuroproject.ru\/articles \u2013 dak \u2013 nn.php.<\/li>\n<li>Obzor elementnoj bazy apparatnyh realizacij nejronnyh setej [Elektronnij resurs]. \u2013 Rezhim dostupu : http:\/\/www.reshebnik.net.ru.<\/li>\n<li>Vasiura A.S. Metody ta zasoby neiropodibnoi obrobky danykh dlia system keruvannia \/ A.S. Vasiura, T.B. Martyniuk, L.M. Kupershtein. \u2013 Vinnytsia : UNIVERSUM-Vinnytsia, 2008. \u2013 175 s. \u2013 ISBN 978-966-641-279-2<\/li>\n<li>Pruks V.E. Sistema upravleniya mobilnogo robota na osnove tehnicheskoj nervnoj sistemy so zreniem \/ V.E. Pruks, A.E. Pruks \/\/ Obchislyuvalnij intelekt (rezultati, problemi, perspektivi) : I Mizhnar. nauk.-tehn. konf., 10-13 travnya 2011 r. : materiali. \u2013 Cherkasi: Maklaut, 2011. \u2013 S. 229. \u2013 ISBN 978-966-2200-11-9.<\/li>\n<li>Bukov A.A. Tehnicheskie nervnye sistemy. Obuchaemye sistemy upravleniya so zreniem dlya promyshlennyh robotov \/ A.A. Bukov. \u2013 Lipeck : Izd-vo Lipeck. gos. tehn. un-ta, 2001. \u2013 223 s.<\/li>\n<li>Martinyuk T.B. Adaptivnij sumator dlya sistem keruvannya robotom \/ T.B. Martinyuk, A.V. Kozhem\u2019yako, N.V. Fofanova, O.M. Nakonechnij \/\/ Optiko-elektronni informacijno-energetichni tehnologiyi. \u2013 2005. \u2013 \u2116 2(10). \u2013 S. 96\u2013101. \u2013 ISSN 1681-7893.<\/li>\n<li>Martynyuk T.B. Apparatnaya realizaciya modeli formalnogo nejrona \/ T.B. Martinyuk, L.I. Timchenko, L.M. Kupershtejn \/\/ Elektronnoe modelirovanie. \u2013 2010. \u2013 T. 32, \u2116 4. \u2013 S. 35\u201347. \u2013 ISSN 0204-3572.<\/li>\n<li>Uskov A.A. Intellektualnye tehnologii upravleniya. Iskusstvennye nejronnye seti i nechyotkaya logika \/ A.A. Uskov, A.V. Kuzmin. \u2013 M. : Goryachaya liniya-Telekom, 2001. \u2013 143 s. \u2013 ISBN 5-93517-181-3.<\/li>\n<li>Bernyukov A.K. Raspoznavanie bioelektricheskih signalov \/ A.K. Bernyukov, L.T. Sushkova \/\/ Zarubezhnaya radioelektronika. \u2013 1996. \u2013 \u2116 12. \u2013 S. 47\u201351. \u2013 ISSN 0373-2428.<\/li>\n<li>Martynyuk T.B. Klassifikator biomedicinskih signalov \/ T.B. Martynyuk, A.G. Buda, V.V. Homyuk, A.V. Kozhemyako, L.M. Kupershtejn \/\/ Iskusstvennyj intellekt. \u2013 2010. \u2013 \u2116 3. \u2013 S. 88\u201395. \u2013 ISSN 1561-5359.<\/li>\n<li>Martynyuk T.B. Model porogovogo nejrona na osnove parallelnoj obrabotki po raznostnym srezam \/ T.B. Martynyuk \/\/ Kibernetika i sistemnyj analiz. \u2013 2005. \u2013 \u2116 4. \u2013 S. 78-89. \u2013 ISSN 0023-1274.<\/li>\n<li>Kozhemyako V.P. Model &#8220;bystrogo nejrona&#8221; s obrabotkoj dannyh po principu raznostnyh srezov \/ V.P. Kozhemyako, T.B. Martynyuk, L.M. Kupershtejn \/\/ Optiko-elektronni informacijno-energetichni tehnologiyi. \u2013 2009. \u2013 \u2116 2(18). \u2013 S. 87\u201398. \u2013 ISSN 1681-7893.<\/li>\n<li>Kussul E.M. Nejrosetevye klassifikatory dlya raspoznavaniya rukopisnyh simvolov \/ E.M. Kussul, L.M. Kasatkina, V.V. Lukovich \/\/ Upravlyayushie sistemy i mashiny. \u2013 1999. \u2013 \u2116 4. \u2013 S. 77\u201386. \u2013 ISSN 0130-5395.<\/li>\n<li>Martyniuk T.B. Realizatsiia kontseptsii riznytsevykh zriziv pry obroblenni zobrazhen ta rozpiznavanni obraziv \/ T.B. Martyniuk, A.V. Kozhemiako \/\/ Optyko-elektronni informatsiino-enerhetychni tekhnolohii. \u2013 2001. \u2013 \u2116 1. \u2013 S. 79\u201385. \u2013 ISSN 1681-7893.<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>\u041e\u041f\u0415\u0420\u0410\u0426\u0406\u0419\u041d\u041e-\u0415\u041b\u0415\u041c\u0415\u041d\u0422\u041d\u0418\u0419 \u0411\u0410\u0417\u0418\u0421 \u0414\u041b\u042f \u0406\u041d\u0422\u0415\u041b\u0415\u041a\u0422\u0423\u0410\u041b\u042c\u041d\u0418\u0425 \u0421\u0418\u0421\u0422\u0415\u041c OPERATING-ELEMENTAL BASIS FOR INTELLIGENT SYSTEMS \u0421\u0442\u043e\u0440\u0456\u043d\u043a\u0438: 197-201. \u041d\u043e\u043c\u0435\u0440: \u21166, 2019 (279) \u0410\u0432\u0442\u043e\u0440\u0438: \u0422.\u0411. \u041c\u0410\u0420\u0422\u0418\u041d\u042e\u041a, \u0410.\u0412. \u041a\u041e\u0416\u0415\u041c\u2019\u042f\u041a\u041e, \u041b.\u041c. \u041a\u0423\u041f\u0415\u0420\u0428\u0422\u0415\u0419\u041d, \u041e.\u0421. \u0411\u0415\u0417\u041a\u0420\u0415\u0412\u041d\u0418\u0419 \u0412\u0456\u043d\u043d\u0438\u0446\u044c\u043a\u0438\u0439 \u043d\u0430\u0446\u0456\u043e\u043d\u0430\u043b\u044c\u043d\u0438\u0439 \u0442\u0435\u0445\u043d\u0456\u0447\u043d\u0438\u0439 \u0443\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 T.B. MARTYNIUK, A.V. KOZHEMIAKO, L.M. KUPERSHTEIN, O.S. BEZKREVNYI Vinnytsia National Technical University DOI: https:\/\/www.doi.org\/10.31891\/2307-5732-2019-279-6-197-201 \u0420\u0435\u0446\u0435\u043d\u0437\u0456\u044f\/Peer review : 12.12.2019 \u0440. \u041d\u0430\u0434\u0440\u0443\u043a\u043e\u0432\u0430\u043d\u0430\/Printed : 16.01.2020 \u0440. \u0410\u043d\u043e\u0442\u0430\u0446\u0456\u044f \u043c\u043e\u0432\u043e\u044e \u043e\u0440\u0438\u0433\u0456\u043d\u0430\u043b\u0443 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[19],"tags":[],"_links":{"self":[{"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/posts\/1857"}],"collection":[{"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1857"}],"version-history":[{"count":2,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/posts\/1857\/revisions"}],"predecessor-version":[{"id":6135,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/posts\/1857\/revisions\/6135"}],"wp:attachment":[{"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1857"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1857"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1857"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}