Matches in SemOpenAlex for { <https://semopenalex.org/work/W1574100151> ?p ?o ?g. }
Showing items 1 to 91 of
91
with 100 items per page.
- W1574100151 endingPage "217" @default.
- W1574100151 startingPage "189" @default.
- W1574100151 abstract "This paper presents a set of techniques that allow generating a class of testbeds that can be used to test recurrent neural networks' capabilities of integrating information in time. In particular, the testbeds allow evaluating the capability of such models, and possibly other architectures and algorithms, of (a) categorizing different time series, (b) anticipating future signal levels on the basis of past ones, and (c) functioning robustly with respect to noise and other systematic random variations of the temporal and spatial properties of the input time series. The paper also presents a number of analysis tools that can be used to understand the functioning and organization of the dynamical internal representations that recurrent neural networks develop to acquire the aforementioned capabilities, including periodicity, repetitions, spikes, and levels and rates of change of input signals. The utility of the proposed testbeds is illustrated by testing and studying the capacity of Elman neural networks to predict and categorize different signals in two exemplary tasks." @default.
- W1574100151 created "2016-06-24" @default.
- W1574100151 creator A5014586588 @default.
- W1574100151 creator A5022836666 @default.
- W1574100151 creator A5076711458 @default.
- W1574100151 date "2008-08-27" @default.
- W1574100151 modified "2023-10-06" @default.
- W1574100151 title "A Testbed for Neural-Network Models Capable of Integrating Information in Time" @default.
- W1574100151 cites W1498436455 @default.
- W1574100151 cites W1992187320 @default.
- W1574100151 cites W2016354087 @default.
- W1574100151 cites W2016589492 @default.
- W1574100151 cites W2029374903 @default.
- W1574100151 cites W2036956268 @default.
- W1574100151 cites W2037079925 @default.
- W1574100151 cites W2041314294 @default.
- W1574100151 cites W2043369301 @default.
- W1574100151 cites W2064675550 @default.
- W1574100151 cites W2103179919 @default.
- W1574100151 cites W2140826469 @default.
- W1574100151 cites W2149921893 @default.
- W1574100151 cites W4233141861 @default.
- W1574100151 cites W4254816979 @default.
- W1574100151 doi "https://doi.org/10.1007/978-3-540-74262-3_11" @default.
- W1574100151 hasPublicationYear "2008" @default.
- W1574100151 type Work @default.
- W1574100151 sameAs 1574100151 @default.
- W1574100151 citedByCount "1" @default.
- W1574100151 crossrefType "book-chapter" @default.
- W1574100151 hasAuthorship W1574100151A5014586588 @default.
- W1574100151 hasAuthorship W1574100151A5022836666 @default.
- W1574100151 hasAuthorship W1574100151A5076711458 @default.
- W1574100151 hasConcept C119857082 @default.
- W1574100151 hasConcept C124101348 @default.
- W1574100151 hasConcept C143724316 @default.
- W1574100151 hasConcept C147168706 @default.
- W1574100151 hasConcept C151730666 @default.
- W1574100151 hasConcept C154945302 @default.
- W1574100151 hasConcept C177264268 @default.
- W1574100151 hasConcept C199360897 @default.
- W1574100151 hasConcept C2777212361 @default.
- W1574100151 hasConcept C31258907 @default.
- W1574100151 hasConcept C31395832 @default.
- W1574100151 hasConcept C41008148 @default.
- W1574100151 hasConcept C50644808 @default.
- W1574100151 hasConcept C86803240 @default.
- W1574100151 hasConcept C94124525 @default.
- W1574100151 hasConceptScore W1574100151C119857082 @default.
- W1574100151 hasConceptScore W1574100151C124101348 @default.
- W1574100151 hasConceptScore W1574100151C143724316 @default.
- W1574100151 hasConceptScore W1574100151C147168706 @default.
- W1574100151 hasConceptScore W1574100151C151730666 @default.
- W1574100151 hasConceptScore W1574100151C154945302 @default.
- W1574100151 hasConceptScore W1574100151C177264268 @default.
- W1574100151 hasConceptScore W1574100151C199360897 @default.
- W1574100151 hasConceptScore W1574100151C2777212361 @default.
- W1574100151 hasConceptScore W1574100151C31258907 @default.
- W1574100151 hasConceptScore W1574100151C31395832 @default.
- W1574100151 hasConceptScore W1574100151C41008148 @default.
- W1574100151 hasConceptScore W1574100151C50644808 @default.
- W1574100151 hasConceptScore W1574100151C86803240 @default.
- W1574100151 hasConceptScore W1574100151C94124525 @default.
- W1574100151 hasLocation W15741001511 @default.
- W1574100151 hasOpenAccess W1574100151 @default.
- W1574100151 hasPrimaryLocation W15741001511 @default.
- W1574100151 hasRelatedWork W129695303 @default.
- W1574100151 hasRelatedWork W1500658267 @default.
- W1574100151 hasRelatedWork W1524437086 @default.
- W1574100151 hasRelatedWork W1568263626 @default.
- W1574100151 hasRelatedWork W1572419878 @default.
- W1574100151 hasRelatedWork W188906018 @default.
- W1574100151 hasRelatedWork W1957493338 @default.
- W1574100151 hasRelatedWork W1992023300 @default.
- W1574100151 hasRelatedWork W2056551499 @default.
- W1574100151 hasRelatedWork W2063512127 @default.
- W1574100151 hasRelatedWork W2067984548 @default.
- W1574100151 hasRelatedWork W2116000277 @default.
- W1574100151 hasRelatedWork W2122053572 @default.
- W1574100151 hasRelatedWork W2161335528 @default.
- W1574100151 hasRelatedWork W2171313765 @default.
- W1574100151 hasRelatedWork W2383399738 @default.
- W1574100151 hasRelatedWork W2898951443 @default.
- W1574100151 hasRelatedWork W3151487974 @default.
- W1574100151 hasRelatedWork W3168819184 @default.
- W1574100151 hasRelatedWork W651238688 @default.
- W1574100151 isParatext "false" @default.
- W1574100151 isRetracted "false" @default.
- W1574100151 magId "1574100151" @default.
- W1574100151 workType "book-chapter" @default.