INVESTIGATING THE EFFICIENCY OF USING U-NET, ERF-NET AND DEEPLABV3 ARCHITECTURES IN INVERSE LITHOGRAPHY-BASED 90-NM PHOTOMASK GENERATION Article Karandashev I.M., Teplov G.S., Karmanov A.A., Keremet V.V., Kuzovkov A.V. Optical Memory and Neural Networks (Information Optics). Allerton Press Incorporation. Vol. 32. 2023. P. 219-225
USING MACHINE LEARNING METHODS TO PREDICT THE MAGNITUDE AND THE DIRECTION OF MASK FRAGMENTS DISPLACEMENT IN OPTICAL PROXIMITY CORRECTION (OPC) Article Tryasoguzov P.E., Kuzovkov A.V., Karandashev I.M., Teplov G.S. Optical Memory and Neural Networks (Information Optics). Allerton Press Incorporation. Vol. 30. 2021. P. 291-297
EXPONENTIAL DISCRETIZATION OF WEIGHTS OF NEURAL NETWORK CONNECTIONS IN PRE-TRAINED NEURAL NETWORK. PART II: CORRELATION MAXIMIZATION Article Pushkareva M.M., Karandashev I.M. Optical Memory and Neural Networks (Information Optics). Allerton Press Incorporation. Vol. 29. 2020. P. 179-186
EXPONENTIAL DISCRETIZATION OF WEIGHTS OF NEURAL NETWORK CONNECTIONS IN PRE-TRAINED NEURAL NETWORKS Article Malsagov M.Y., Khayrov E.M., Pushkareva M.M., Karandashev I.M. Optical Memory and Neural Networks (Information Optics). Allerton Press Incorporation. Vol. 28. 2019. P. 262-270
DEPENDENCE OF CRITICAL PARAMETERS OF 2D ISING MODEL ON LATTICE SIZE Article Kryzhanovsky B.V., Malsagov M.Y., Karandashev I.M. Optical Memory and Neural Networks (Information Optics). Allerton Press Incorporation. Vol. 27. 2018. P. 10-22
SPECTRAL CHARACTERISTICS OF A FINITE 2D ISING MODEL Article Karandashev I.M., Kryzhanovsky B.V., Malsagov M.Y. Optical Memory and Neural Networks (Information Optics). Allerton Press Incorporation. Vol. 27. 2018. P. 147-151
EXTRAORDINARY SPIN MOMENTA IN BIREFRINGENT STRUCTURES Article Maksimyak P.P., Maksimyak A.P., Ivanskyi D.I., Kiyashchuk T.V. Optical Memory and Neural Networks (Information Optics). Allerton Press Incorporation. Vol. 26. 2017. P. 157-164