Federal gosudarstvennoe uchebnoe predpriyatie Chair of the System of Artificial Intelligence

Kontrolnye voprosy po kursu
14. Architecture of neuroimitators: elements of a neurocomputer or
obucheniya po stranitsam
ili funktsiya aktivatsii, tochka vetvleniya, sumatori - prostoy, adaptivnyy,
neodnorodnyy, kvadratichnyy
9. Significance of parameters and signals
dannyx
uchitelya, Hopfilda, Coxonena
2. Elements of neurons: synapse or linear connection, nonlinear element
zadachniku (obuchayushchey vyborke); preimushchestva, problems and peculiarities
15. Setting tasks for training NS; sbora methodology and organization
4. The mode of operation of neurons (operations with neurons)
5. Types of nonlinear functions
11. Predobrabotka, ee vidy: Peremasshtabirovanie, Normalizatsiya,
Standartizatsiya
16. Approximation and basic theorems: Veyershtrass, Stouna, obobshchennaya
10. Contrast
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KLYuChEVYE WORDS
gradient
znachimost parametrov i signalov
kontrastirovanie neyroimitator neyron
neyronnye seti s uchitelem i bez
uchitelya obuchenie obuchenie po
vsemu zadachniku (obuchayushchey
vyborke) obuchenie po primeram
optimizatsiya otsenka rabotÿ seti Knobokobilka seti
predobrabotka
synapse
approximation
architecture neyroimitatorov
architecture neyronnyy setey
biological biological neuron input
and output signal
sloistye, polnosvyaznÿe, sigmoidnÿe seti
sluchaynye i napravlennÿe metodÿ obucheniya
sumatori - prostoy, adaptivnyy, neodnorodnyy, kvadratichnyy
testirovanie teknologi issledovaniya s pomoshchyu neyronnyx setey
funktsionirovanie neyronnyx setey funktsiya aktivatsii ili nelineynyy
elementy
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Machine Translated by Google

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V xode izucheniya kursa student slushaet lektsii, poseshchaet prakticheskie zanyatiya,
zanimaetsya individno. Osvoenie kursa predpolagaet, pomisho poseshcheniy lektsiy i seminararskix
zanyatiy, vÿpolnenie domashnix zadaniy. Osoboe mesto v ovladenii dannÿm kursom otvoditsya
samostoyatelnoy rabote. Dlya uspeshnogo osvoeniya materiala kursa studentu predlojeno dannoe
posobie. In short, but soderjatelno izlojeny osnovnye ponyatiya i opredeleniya po distsipline.
Dostoinstvom konspekta lektsiy takje slujit vozmojnost bÿstro i prosto nayti otvet na interesuyushchiy
vopros, tak kak tekst razbit na tematicheskie chasti. Nedostatkom mojno schitat to, chto teoreticheskiy
material silno sokrashchen. Dlya bolee polnogo oxvata materiala po kursu student obyazan
poseshchat lektsii, a ne ogranichivatsya prochteniem konspekta lektsiy.