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- W2009849689 endingPage "199" @default.
- W2009849689 startingPage "17" @default.
- W2009849689 abstract "Artificial Neural Networks (ANNs) are often presented as powerful tools for data processing. Nevertheless, ANNs need a theory and consequently an epistemological foundation. Usually scholars in this field seem to believe that the brain theory is an implicit theory for ANNs. But, we still do not have a complete brain theory, and the brain model for ANNs has been only an “inspiration” model. Further, a theory has to explain a set of models or a set of phenomena internally. So, ANN lacks a theory. In this part of the book the author creates and presents a theory of ANNs. Three levels of different complexity are created, in order to simulate a generative path starting from the elementary units up to the more complex ones. The basic concepts of the first level are the node and the connections. At the second level the main concept is the network. At the last level the concept of an artificial organism is the key concept. Explicit rules govern the conversion from one level to another. Further, at each level, semantic and syntactic components are considered. A theory of ANNs is needed not only for didactic reasons but also for basic research: scholars need to see and consider the similarities and differences among different ANNs from a mathematical, biological and philosophical point of view. A good theory should increase the possibilities for planning, implementing and assessing necessary fundamental research." @default.
- W2009849689 created "2016-06-24" @default.
- W2009849689 creator A5021545379 @default.
- W2009849689 date "1998-01-01" @default.
- W2009849689 modified "2023-10-14" @default.
- W2009849689 title "Theory: Foundations of Artificial Neural Networks" @default.
- W2009849689 cites W1507599800 @default.
- W2009849689 cites W1518186130 @default.
- W2009849689 cites W1535810436 @default.
- W2009849689 cites W1543335190 @default.
- W2009849689 cites W1561403990 @default.
- W2009849689 cites W1602740539 @default.
- W2009849689 cites W1733248925 @default.
- W2009849689 cites W1963790485 @default.
- W2009849689 cites W1963837457 @default.
- W2009849689 cites W1967011375 @default.
- W2009849689 cites W1967696505 @default.
- W2009849689 cites W1968182870 @default.
- W2009849689 cites W1971154574 @default.
- W2009849689 cites W1973873720 @default.
- W2009849689 cites W1980933939 @default.
- W2009849689 cites W1983925612 @default.
- W2009849689 cites W1985537086 @default.
- W2009849689 cites W1987270996 @default.
- W2009849689 cites W1987402964 @default.
- W2009849689 cites W1988287857 @default.
- W2009849689 cites W1990160635 @default.
- W2009849689 cites W1990456651 @default.
- W2009849689 cites W1990556464 @default.
- W2009849689 cites W1991173546 @default.
- W2009849689 cites W1993655259 @default.
- W2009849689 cites W1999884367 @default.
- W2009849689 cites W2004983867 @default.
- W2009849689 cites W2006327398 @default.
- W2009849689 cites W2007979658 @default.
- W2009849689 cites W2009829744 @default.
- W2009849689 cites W2009889303 @default.
- W2009849689 cites W2011986614 @default.
- W2009849689 cites W2012453466 @default.
- W2009849689 cites W2016207894 @default.
- W2009849689 cites W2019279857 @default.
- W2009849689 cites W2019800008 @default.
- W2009849689 cites W2020919866 @default.
- W2009849689 cites W2023986738 @default.
- W2009849689 cites W2024060531 @default.
- W2009849689 cites W2025294397 @default.
- W2009849689 cites W2026586619 @default.
- W2009849689 cites W2026662494 @default.
- W2009849689 cites W2028519536 @default.
- W2009849689 cites W2029072257 @default.
- W2009849689 cites W2029401646 @default.
- W2009849689 cites W2030463461 @default.
- W2009849689 cites W2030715034 @default.
- W2009849689 cites W2030991498 @default.
- W2009849689 cites W2031706601 @default.
- W2009849689 cites W2031833019 @default.
- W2009849689 cites W2037369509 @default.
- W2009849689 cites W2038171684 @default.
- W2009849689 cites W2038857647 @default.
- W2009849689 cites W2039590334 @default.
- W2009849689 cites W2039643299 @default.
- W2009849689 cites W2042664747 @default.
- W2009849689 cites W2043802263 @default.
- W2009849689 cites W2043968544 @default.
- W2009849689 cites W2045466646 @default.
- W2009849689 cites W2046688247 @default.
- W2009849689 cites W2046981399 @default.
- W2009849689 cites W2047397429 @default.
- W2009849689 cites W2047649690 @default.
- W2009849689 cites W2048112106 @default.
- W2009849689 cites W2048189237 @default.
- W2009849689 cites W2048469097 @default.
- W2009849689 cites W2051945096 @default.
- W2009849689 cites W2052162673 @default.
- W2009849689 cites W2052264304 @default.
- W2009849689 cites W2055009485 @default.
- W2009849689 cites W2056003475 @default.
- W2009849689 cites W2056689878 @default.
- W2009849689 cites W2058663814 @default.
- W2009849689 cites W2058960948 @default.
- W2009849689 cites W2060925902 @default.
- W2009849689 cites W2062140782 @default.
- W2009849689 cites W2064031858 @default.
- W2009849689 cites W2066181217 @default.
- W2009849689 cites W2066936492 @default.
- W2009849689 cites W2068781643 @default.
- W2009849689 cites W2073057438 @default.
- W2009849689 cites W2075210427 @default.
- W2009849689 cites W2075430964 @default.
- W2009849689 cites W2075591840 @default.
- W2009849689 cites W2075615314 @default.
- W2009849689 cites W2077283570 @default.
- W2009849689 cites W2077924658 @default.
- W2009849689 cites W2078475324 @default.
- W2009849689 cites W2080033990 @default.
- W2009849689 cites W2081663933 @default.
- W2009849689 cites W2082622165 @default.
- W2009849689 cites W2083936311 @default.