THE USE OF NEURAL NETWORKS IN THE FORMATION OF POLYCODE TEXT

One of the ways to optimize the educational process is the presentation of educational material in the form of a polycode (creolized) text. Creolized text is a non-linear text, in the structuring of which, along with verbal, iconic means are used, as well as means of other semiotic codes (color, font, etc.), for example, in the form of non-verbal elements such as illustrations, graphic and pictorial means, diagrams, video and photo plots, visual images- drawings and videos. Selfcreation of the required content components. As a means of filling the content policedog text, you can use neural networks, in particular, announced in November 2021 neural network ruDALL-E of the company Yandex, which is able to create images based on text descriptions in different languages or neural network Imagen from Google that generates the image's description. The Imagen neural network was developed by the Google Brain research project team, which specializes in the study of artificial intelligence based on deep learning. Drawings Imagen created by the neural network from Google of good quality, but the range of options is limited to the proposed set of possible values When using the neural network ruDALL-E of the company Yandex, which is able to create images based on text descriptions in various languages. they are of good quality, while ruDALL-E is able to create high-quality images based on a text description in various languages. The article provides examples of the use of the above-mentioned neural networks to generate images based on a verbal description and concludes that they can be used for these purposes.

1. Mantusov A.B. Obrazovatel'nye tehnologii v optimizacii uchebno-vospitatel'nogo processa v VUZe. Jelista, 2007. 256 s. S. 164.

2. Bart R. Izbrannye raboty: Semiotika: Pojetika. Perevod s fr. jaz., sost., obshh. red. i vstup. st. G. K. Kosikova. — M.: Progress, 1989. — 616 s. s. 515.

3. Bahtin M.M. Literaturno-kriticheskie stat'i. M.: Hudozhestvennaja literatura, 1986. 543 s. s. 123.

4. Zil'bert B.A. Sociopsiholingvisticheskoe issledovanie tekstov radio, televidenija, gazety. Saratov: Izd-vo Saratov. un-ta. 1986. 211 s., s. 54.

5. Bol'shakova L.S. O soderzhanii ponjatija "polikodovyj tekst" // Vestnik Novgorodskogo gosudarstvennogo universiteta. 2008. № 49. S. 48-51.

6. Anisimova E.E. Lingvistika teksta i mezhkul'turnaja kommunikacija (na materiale kreolizovannyh tekstov). M., 2003. S. 15.

7. Sorokin Ju.A., Tarasov E. F. Kreolizovannye teksty i ih kommunikativnaja funkcija // Optimizacija rechevogo vozdejstvija. – M., 1990. – S. 180–186., s. 180.

8. Anisimova E.E. Lingvistika teksta i mezhkul'turnaja kommunikacija (na materiale kreolizovannyh tekstov): ucheb. posobie dlja studentov fak. inostrannyh jazykov vuzov. – M.: Izd. centr «Akademija», 2003. – 128 s. s. 71.

9. Djuzel'baev E.Sh., Bajnieva K.T. Semanticheskaja izbytochnost' perevodimogo teksta kak osnova primenenija priemov rechevoj kompressii // Znanie. 2020. № 5 (81). S. 125-131.

10. Mantusov A.B., Dorzhinova Z.B., Bajnieva K.T. Primenenie polikodovogo teksta kak forma predstavlenija soderzhanija UDE // V sbornike: Metodika i tehnologija UDE v 21 veke. Materialy Vserossijskoj nauchno-prakticheskoj konferencii s mezhdunarodnym uchastiem, posvjashhjonnoj 100-letiju so dnja rozhdenija akademika RAO P.M. Jerdnieva. Redkollegija: B.K. Salaev [i dr.]. Jelista, 2021. S. 88-92.

11. Mantusov A.B., Dorzhinova Z.B. Ispol'zovanie vizualizacii s pomoshh'ju SPO GRAPHVIZ pri formirovanii vychislitel'nyh kompetencij // Biznes. Obrazovanie. Pravo. 2019. № 3 (48). S. 384-392.

12. Mantusov A.B., Dorzhinova Z.B. Formirovanie vychislitel'nyh kompetencij u budushhih jekonomistov v processe ispol'zovanija programmy LIBREOFFICE CALC. // Vektor nauki Tol'jattinskogo gosudarstvennogo universiteta. Serija: Pedagogika, psihologija. 2018. № 4 (35). S. 26-33.