USING MACHINE LEARNING METHODS TO PREDICT THE MAGNITUDE AND THE DIRECTION OF MASK FRAGMENTS DISPLACEMENT IN OPTICAL PROXIMITY CORRECTION (OPC) Статья Tryasoguzov P.E., Kuzovkov A.V., Karandashev I.M., Teplov G.S. Optical Memory and Neural Networks (Information Optics). Allerton Press Incorporation. Том 30. 2021. С. 291-297
ПРИМЕНЕНИЕ НЕЙРОСЕТЕВЫХ АВТОЕНКОДЕРОВ ТИПА UNET ДЛЯ ЗАДАЧ ИНВЕРСНОЙ ФОТОЛИТОГРАФИИ Статья Керемет В.В., Карандашев Я.М., Кузовков А.В., Теплов Г.С. Математическое моделирование в материаловедении электронных компонентов. ООО "МАКС Пресс". 2021. С. 22-25
EXPONENTIAL DISCRETIZATION OF WEIGHTS OF NEURAL NETWORK CONNECTIONS IN PRE-TRAINED NEURAL NETWORK. PART II: CORRELATION MAXIMIZATION Статья Pushkareva M.M., Karandashev I.M. Optical Memory and Neural Networks (Information Optics). Allerton Press Incorporation. Том 29. 2020. С. 179-186
EXPONENTIAL DISCRETIZATION OF WEIGHTS OF NEURAL NETWORK CONNECTIONS IN PRE-TRAINED NEURAL NETWORKS Статья Malsagov M.Y., Khayrov E.M., Pushkareva M.M., Karandashev I.M. Optical Memory and Neural Networks (Information Optics). Allerton Press Incorporation. Том 28. 2019. С. 262-270
DEPENDENCE OF CRITICAL TEMPERATURE ON DISPERSION OF CONNECTIONS IN 2D GRID Статья Kryzhanovsky B.V., Karandashev I.M., Malsagov M.Y. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Том 10878 LNCS. 2018. С. 695-702
SPECTRAL CHARACTERISTICS OF A FINITE 2D ISING MODEL Статья Karandashev I.M., Kryzhanovsky B.V., Malsagov M.Y. Optical Memory and Neural Networks (Information Optics). Allerton Press Incorporation. Том 27. 2018. С. 147-151
DEPENDENCE OF CRITICAL PARAMETERS OF 2D ISING MODEL ON LATTICE SIZE Статья Kryzhanovsky B.V., Malsagov M.Y., Karandashev I.M. Optical Memory and Neural Networks (Information Optics). Allerton Press Incorporation. Том 27. 2018. С. 10-22