Arkadiy Barskiy

Neyronnye Seti Logicheskogo Vyvoda: Kurs Lektsiy Arkadiy Barskiy Russian edition

Rassmatrivayutsya logicheskie neyronnye seti, postroennye na osnove matematicheskoy logiki sobytiy. Vozbuzhdenie retseptorov formiruetsya po dostovernosti vyskazyvaniy o prinadlezhnosti dannykh. Vozbuzhdenie neyronov vykhodnogo sloya ukazyvaet na prinimaemoe reshenie. Seti rabotayut po nechyetkim dannym. Svodyatsya k odnosloynym, neposredstvenno svyazyvaya "prichinu" so "sledstviem". Privodyatsya primery primeneniya v raspoznavanii simvolov i obrazov, v biznes-sistemakh, v sistemakh logicheskogo vyvoda s obratnymi svyazyami, v samoobuchayushchikhsya sistemakh upravleniya, dlya resheniya slozhnykh ili trudno formalizuemykh zadach, dlya marshrutizatsii v transportnykh i informatsionnykh setyakh v usloviyakh neopredelyennosti, dlya identifikatsii pol'zovatelya v seti, v meditsinskoy diagnostike, pri postroenii reagiruyushchikh ob"ektov intellektual'nogo otobrazheniya i dr. Kniga, vypolnennaya v forme kursa lektsiy, prednaznachena dlya studentov, aspirantov i prepodavateley tekhnicheskikh i ekonomicheskikh vuzov, inzhenerov, ekonomistov i biznesmenov, interesuyushchikhsya optimizatsiey menedzhmenta i marketinga.