UNDERSTANDING THE TEXT IN THE CONTEXT OF NEURAL NETWORKS (ARCHETYPALAPPROACH)

Authors

Keywords:

archetype, sense, sense of text, neuralnetworks, the work of neuralnetworks, information, data processing

Abstract

The peculiarities of the place and role of neural networks are considered in the article; the specificity of the existence of this process is correlated with their work. The nature, the principle of the neural network functioning, which is considered as a means of cognitive triangulation (localization) of the sense, laid in the text by means of pseudo-biological education, is represented. Archetypal nature of the sense of the text is asserted, which is proved by the nature of this phenomenon. Attention is focused on the fact that the study of the methods of training a neural network (pseudobiological education), positioned as a result of a biological foundation, becomes a sens of constructing a reading device, actually a self, conformable to the human self.

References

Chatbot on neural networks: [Еlectronic resource] // Habrahabr. — Electronic data. — Access mode: https://habrahabr.ru/company/meanotek/blog/256987/. — Screen title.

Chernigovskaya T. V. Cerebral lateralization for cognitive and linguistic abilities: neuropsychological and cultural aspects / T. V. Chernigovskaya // Studies in Language Origins. — Amsterdam- Philadelphia, 1994. — V. III (Eds. Jan Wind, Abraham Jonker). — Р. 56–76.

Chernigovskaya T. V. Bilingualism and brain functional asymmetry / T. V. Chernigovskaya, L. J. Balonov, V. L. Deglin // Brain and Language. — 1983. — V. 20. — P. 195–216.

Natochin Yu. Evolutionary physiology: History, principles/ T. V. Chernigovskaya, Yu. Natochin // Journal of Comparative Biochemistry and Physiology. — 1997. — Vol. 118. — № 1. — Р. 63–79.

Textmining : algorithms for extracting semantics from texts : [Еlectronic resource] // DataReview. — Electronic data. — Access mode: http://datareview.info/article/text-mining-algoritmyiizvlecheniya- semantiki-iz-teksta/. — Screen title.

Algorithm Paleh / Search algorithms of Yandex : [Еlectronic resource] // WaterMillSky: original copywriting. — Electronic data. — Access mode: https://www.watermillsky.ru/2016/12/12/%D1%8F%D0%BD%D0%B4%D0%B5%D0%BA%D1%81-%D0%BF%D0%B0%D0%BB%D0%B5%D1%85-%D0%B8-%D0%BD%D0%B5%D0%B9%D1%80%D0%BE%D0%BD%D0%BD%D1%8B%D0%B5-%D1%81%D0%B5%D1%82%D0%B8/. — Screen title.

Alefirenko N. F. Russianistics and modern “linguistic postmodernism” / N. F. Alefirenko // Russian language: system and functioning (to the 70th anniversary of the philological faculty) : col. materials of IV Internat. scient. conf., c. Minsk, 5–6 may 2009 y. : in 2nd / Belorussian state university; editorial team : I. S. Rovdo (executive editor.) [and others]. — Minsk : RIVSh, 2009. — D. 1. — P. 3–16.

Alizar A. Inconspicuous death of speech recognition : [Electronic resource] / A. Alizar // Geektimes. — Electronic data. — Access mode: https://geektimes.ru/post/92771/. — Screen title.

Begojan A. N. Cognitive construction of reality. Three techniques from cognitive- conceptual therapy / A. N. Begojan. — Yerevan: Author's Edition, 2014. — 64 p.

In MІT have thought up how to make work of neural networks more transparent : [Electronic resource] // Vestvit. — Electronic data. — Access mode: http://vestvit.ru/37499-v-mitpridumali-kak-sdelat-rabotu-neyronnyh-setey-bolee-prozrachnoy.html. — Screen title.

Vetrov D. Latent semantic model : [Electronic resource] / D. Vetrov // PostNauka. — Electronic data. — Access mode: https://postnauka.ru/video/49258. — Screen title.

Voronin V. M. Latent semantic analysis and understanding of the text : [Electronic resource] / V. M. Voronin, S. V. Kuricyn // Electronic Scientific Archive UrFU. — Electronic data. — ccess mode: http://elar.urfu.ru/bitstream/10995/4085/3/pv-03-09. pdf. — Screen title.

Dmitrij Shuklin about the development of models of semantic neural networks: [Electronic resource] // NLO MIR : Internet-journal. — Electronic data. — Access mode: http://nlo-mir.ru/tech/8467dmitrij-shuklin-o-razvitiimodelej-semanticheskih-nejronnyhsetej.html. — Screen title.

Dudar' Z. V. Semantic neural network as a formal language for describing and processing the sense of texts in natural language : [Electronic resource] / Z. V. Dudar', D. E. Shuklin // Scientific and technical library of the National Aviation University. — Electronic data. — Access mode: http://www.lib.nau.edu.ua/BooksForNAU/%D0%A1%D0%B5%D0%BC%D0%B0%D0%BD%D1%82%D0%B8%D1%87%D0%B5%D1%81%D0%BA%D0%B0%D1%8F%20%D0%BD%D0%B5%D0%B9%D1%80%D0%BE%D0%BD%D0%BD%D0%B0%D1%8F%20%D1%81%D0%B5%D1%82%D1%8C.htm. — Screen title.

Zhukov L. A. Neural Network Applications : tutorial / L. A. Zhukov, N. V. Reshetnikova. — Krasnojarsk: IPC KGTU, 2007. — 154 s.

AI In search of sense : [Electronic resource] // News: artificial intelligence, neural networks, quantum computers, AI. — Electronic data. — Access mode: http://ai-news.ru/2016/11/ii_v_poiskah_smysla.html. — Screen title.

Classification of sentences using neural networks without preliminary processing : [Electronic resource] // Habrahabr. — Electronic data. — Access mode: https://habrahabr.ru/company/meanotek/blog/256593/. — Screen title.

Kovalev M. Neural networks, genetic algorithms and more ... Myths and Reality : [Electronic resource] / M. Kovalev // Habrahabr. — Electronic data. — Access mode: https://habrahabr.ru/post/321140/. — Screen title.

Lifshic Ju. Automatic classification of texts : [Еlectronic resource] / Ju. Lifshic // Jurij Lifshic : personal site. — Electronic data. — Access mode: http://yury.name/modern/06modernnote.pdf. — Screen title.

It seems, with the help of neural networks appeared a chance of weak AI to make strong : [Electronic resource] // News: artificial intelligence, neural networks, quantum computers, AI. — Electronic data. — Access mode: http://ai-news.ru/2017/04/pohozhe_s_pomoshu_nejronnyh_setej_poyavilsya_shans_slabyj_ii_sdelat_silnym.html. — Screen title.

Psychophysiology : about system neurophysiology : [Electronic resource] // Fornit. — Electronic data. — Access mode: http://scorcher.ru/neuro/neuro_sys/neuro_sys.php. — Screen title.

Rys'mjatova A. Classification of texts : [Electronic resource] / A. Rys'mjatova // Machinelearning.ru : professional information and analytical resource devoted to machine learning, pattern recognition and intellectual data analysis. — Electronic data. — Access mode: http://www.machinelearning.ru/wiki/images/a/a9/Rysmyatova_report.pdf. — Screen title.

Rys'mjatova A. A. The use of convolutional neural networks for the task of classifying texts / A. A. Rys'mjatova. — M., 2016. — 34 s.

Tarasenko V. V. Analysis of Network Thinking : [Electronic resource] / V. V. Tarasenko // Electronic Library of the Institute of Philosophy of the Russian Academy of Sciences. — Electronic data. — Access mode: http://iphlib.ru/greenstone3/library/collection/articles/document/HASH5e771021bc30d76f06580f. — Screen title.

Chernigovskaja T. V. Metaphorical and syllogistic thinking as a manifestation of the functional asymmetry of the brain / T. V. Chernigovskaja, V. L. Deglin // Scientific notes of the University of Tartu, Proceedings on Sign Systems. — Tartu, 1986, rel. 19. — P. 68–84.

Shevelev O. G. Classification of texts using decision trees and neural networks of direct propagation / O. G. Shevelev, A. V. Petrakov // Bulletin of Tomsk State University. — 2006. — № 290. — P. 300–307.

Shuklin D. E. Processing of morphological and syntactic synonymy and homonymy in the semantic neural network : [Electronic resource] / D. E. Shuklin // Prof.AI. — Electronic data. — Access mode: http://prof-ai.narod.ru/doc/97/index.html. — Screen title.

Shuklin D. E. The structure of the semantic neural network extracting in real time the meaning from the text : [Electronic resource] / D. E. Shuklin // Artificial Intelligence. — Electronic data. — Access mode: http://prof9.narod.ru/doc/074/index.html. — Screen title.

Shhurevich E. V. Automatic analysis of texts in natural language : [Electronic resource] / E. V. Shhukin, E. N. Krjuchkova // Institute of Mathematics name of S. L. Lobanovsky. — Electronic data. — Access mode: http://math.nsc.ru/conference/zont09/reports/43Schurevich-Kryuchkova.pdf. — Screen title.

Published

2017-05-31

How to Cite

Довгань, О. (2017). UNDERSTANDING THE TEXT IN THE CONTEXT OF NEURAL NETWORKS (ARCHETYPALAPPROACH). Public Management, (3 (8), 76-83. Retrieved from http://journals.maup.com.ua/index.php/public-management/article/view/616

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