Matches in SemOpenAlex for { <https://semopenalex.org/work/W2767394551> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W2767394551 abstract "It is expected that progress toward true artificial intelligence will be achieved through the emergence of a system that integrates representation learning and complex reasoning (LeCun et al. 2015). In response to this prediction, research has been conducted on implementing the symbolic reasoning of a von Neumann computer in an artificial neural network (Graves et al. 2016; Graves et al. 2014; Reed et al. 2015). However, these studies have many limitations in realizing neural-symbolic integration (Jaeger. 2016). Here, we present a new learning paradigm: a learning solving procedure (LSP) that learns the procedure for solving complex problems. This is not accomplished merely by learning input-output data, but by learning algorithms through a solving procedure that obtains the output as a sequence of tasks for a given input problem. The LSP neural network system not only learns simple problems of addition and multiplication, but also the algorithms of complicated problems, such as complex arithmetic expression, sorting, and Hanoi Tower. To realize this, the LSP neural network structure consists of a deep neural network and long short-term memory, which are recursively combined. Through experimentation, we demonstrate the efficiency and scalability of LSP and its validity as a mechanism of complex reasoning." @default.
- W2767394551 created "2017-11-17" @default.
- W2767394551 creator A5028285494 @default.
- W2767394551 creator A5052817617 @default.
- W2767394551 creator A5088379225 @default.
- W2767394551 date "2017-11-06" @default.
- W2767394551 modified "2023-09-26" @default.
- W2767394551 title "Learning Solving Procedure for Artificial Neural Network" @default.
- W2767394551 cites W1965154800 @default.
- W2767394551 cites W2022508996 @default.
- W2767394551 cites W2058849624 @default.
- W2767394551 cites W2064675550 @default.
- W2767394551 cites W2095705004 @default.
- W2767394551 cites W2097117768 @default.
- W2767394551 cites W2112739286 @default.
- W2767394551 cites W2136922672 @default.
- W2767394551 cites W215825141 @default.
- W2767394551 cites W2170802834 @default.
- W2767394551 cites W2184045248 @default.
- W2767394551 cites W2194690080 @default.
- W2767394551 cites W2530917347 @default.
- W2767394551 cites W2950527759 @default.
- W2767394551 cites W2951622387 @default.
- W2767394551 cites W2952422028 @default.
- W2767394551 cites W3121926921 @default.
- W2767394551 hasPublicationYear "2017" @default.
- W2767394551 type Work @default.
- W2767394551 sameAs 2767394551 @default.
- W2767394551 citedByCount "0" @default.
- W2767394551 crossrefType "posted-content" @default.
- W2767394551 hasAuthorship W2767394551A5028285494 @default.
- W2767394551 hasAuthorship W2767394551A5052817617 @default.
- W2767394551 hasAuthorship W2767394551A5088379225 @default.
- W2767394551 hasConcept C108583219 @default.
- W2767394551 hasConcept C111472728 @default.
- W2767394551 hasConcept C111919701 @default.
- W2767394551 hasConcept C114614502 @default.
- W2767394551 hasConcept C119857082 @default.
- W2767394551 hasConcept C138885662 @default.
- W2767394551 hasConcept C154945302 @default.
- W2767394551 hasConcept C17744445 @default.
- W2767394551 hasConcept C199539241 @default.
- W2767394551 hasConcept C2776359362 @default.
- W2767394551 hasConcept C2780586882 @default.
- W2767394551 hasConcept C2780595030 @default.
- W2767394551 hasConcept C33923547 @default.
- W2767394551 hasConcept C41008148 @default.
- W2767394551 hasConcept C48044578 @default.
- W2767394551 hasConcept C50644808 @default.
- W2767394551 hasConcept C77088390 @default.
- W2767394551 hasConcept C80469333 @default.
- W2767394551 hasConcept C94625758 @default.
- W2767394551 hasConceptScore W2767394551C108583219 @default.
- W2767394551 hasConceptScore W2767394551C111472728 @default.
- W2767394551 hasConceptScore W2767394551C111919701 @default.
- W2767394551 hasConceptScore W2767394551C114614502 @default.
- W2767394551 hasConceptScore W2767394551C119857082 @default.
- W2767394551 hasConceptScore W2767394551C138885662 @default.
- W2767394551 hasConceptScore W2767394551C154945302 @default.
- W2767394551 hasConceptScore W2767394551C17744445 @default.
- W2767394551 hasConceptScore W2767394551C199539241 @default.
- W2767394551 hasConceptScore W2767394551C2776359362 @default.
- W2767394551 hasConceptScore W2767394551C2780586882 @default.
- W2767394551 hasConceptScore W2767394551C2780595030 @default.
- W2767394551 hasConceptScore W2767394551C33923547 @default.
- W2767394551 hasConceptScore W2767394551C41008148 @default.
- W2767394551 hasConceptScore W2767394551C48044578 @default.
- W2767394551 hasConceptScore W2767394551C50644808 @default.
- W2767394551 hasConceptScore W2767394551C77088390 @default.
- W2767394551 hasConceptScore W2767394551C80469333 @default.
- W2767394551 hasConceptScore W2767394551C94625758 @default.
- W2767394551 hasLocation W27673945511 @default.
- W2767394551 hasOpenAccess W2767394551 @default.
- W2767394551 hasPrimaryLocation W27673945511 @default.
- W2767394551 hasRelatedWork W1045315025 @default.
- W2767394551 hasRelatedWork W1488908527 @default.
- W2767394551 hasRelatedWork W1545508749 @default.
- W2767394551 hasRelatedWork W1620932664 @default.
- W2767394551 hasRelatedWork W1686514609 @default.
- W2767394551 hasRelatedWork W1843985569 @default.
- W2767394551 hasRelatedWork W1884111562 @default.
- W2767394551 hasRelatedWork W1952127347 @default.
- W2767394551 hasRelatedWork W2042544784 @default.
- W2767394551 hasRelatedWork W2094617532 @default.
- W2767394551 hasRelatedWork W2103014536 @default.
- W2767394551 hasRelatedWork W2150760822 @default.
- W2767394551 hasRelatedWork W2315458370 @default.
- W2767394551 hasRelatedWork W2366984542 @default.
- W2767394551 hasRelatedWork W2394416553 @default.
- W2767394551 hasRelatedWork W2890250000 @default.
- W2767394551 hasRelatedWork W2947829634 @default.
- W2767394551 hasRelatedWork W3083742331 @default.
- W2767394551 hasRelatedWork W3184753223 @default.
- W2767394551 hasRelatedWork W616296264 @default.
- W2767394551 isParatext "false" @default.
- W2767394551 isRetracted "false" @default.
- W2767394551 magId "2767394551" @default.
- W2767394551 workType "article" @default.