LAP Lambert Academic Publishing Neyrosetevye tekhnologii v biologicheskikh issledovaniyakh: Mnogosloynyy perseptron i Set' Kokhonena

Kniga posvyashchena ispol'zovaniyu iskusstvennykh neyronnykh setey (INS) v biologicheskikh issledovaniyakh. Vozmozhnost' resheniya mnogikh slozhnykh fundamental'nykh i prikladnykh zadach biologii svyazana s razvitiem podkhodov k obrabotke i interpretatsii eksperimental'nykh dannykh, kotorye imeyut svoi osobennosti. Zachastuyu oni imeyut opisatel'nyy kharakter i vyrazhayutsya s pomoshch'yu formalizmov, otsenka kotorykh neredko sub"ektivna, a chislo neveliko. Vse perechislennoe zatrudnyaet ikh otsenku statisticheskimi metodami. V to zhe vremya, imeetsya tekhnologiya, orientirovannaya na analiz slozhnykh nelineynykh zadach - eto INS. Oni primenyayutsya dlya identifikatsii i klassifikatsii informatsii v sluchae ogranichennykh, nepolnykh i nelineynykh istochnikov dannykh. V pervoy chasti knigi kratko rassmotreny voprosy teorii iskusstvennykh neyronnykh setey. Vo vtoroy predstavleny rezul'taty primeneniya INS v biologicheskikh issledovaniyakh, svyazannykh s opredeleniem polimorfizma sel'skokhozyaystvennykh rasteniy, kariotipirovaniem i bioinformatsionnymi issledovaniyami. Kniga prednaznachena dlya shirokogo kruga spetsialistov, rabotayushchikh v mediko-biologicheskoy oblasti i interesuyushchikhsya voprosami, svyazannymi s sistemnym analizom, upravleniem i obrabotkoy informatsii.