FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1964221434> ?p ?o ?g. }

• W1964221434 endingPage "102" @default.
• W1964221434 startingPage "71" @default.
• W1964221434 abstract "Several research programs employing spatio-temporal recurrent dynamics and changes in dimensionality have extended the dialog on neural computation and coding beyond classical frameworks such as feed forward and attractor neural networks and feature detectors. Some have emphasized spiking networks, while others emphasize oscillations and synchronization as the locus of computation and coding. In this paper, the formalism of locally connected homogeneous coupled map lattices is described. Its deployment in an extended version of the dynamical recognizer framework is described, and is compared with density coding, computational mechanics, and liquid state machine frameworks for neural computation. A population coding strategy based on coarse graining the continuous valued distribution of all sites in the lattice is developed and examined as a form of dimension reduction. Results on recognition of 3-D objects are reported. In order to better understand the dynamics supporting recognition, measures suggested by these other research programs and computational frameworks were examined. Dynamics trajectories from object recognition trials were examined for correlation with recognition rates and measures of the distance of the representation space statistics between the target objects and noise initial conditions, and the intrinsic separation between different objects in the set to be classified were performed. These results raise questions about the efficacy of density coding as an explanation for the results, and on the validity of recent criticisms that chaotic systems cannot satisfy separation requirements required for real time computation." @default.
• W1964221434 created "2016-06-24" @default.
• W1964221434 creator A5019107676 @default.
• W1964221434 date "2003-06-01" @default.
• W1964221434 modified "2023-09-25" @default.
• W1964221434 title "DIMENSION CHANGE, COARSE GRAINED CODING AND PATTERN RECOGNITION IN SPATIO-TEMPORAL NONLINEAR SYSTEMS" @default.
• W1964221434 cites W1512967844 @default.
• W1964221434 cites W1586420997 @default.
• W1964221434 cites W1968014724 @default.
• W1964221434 cites W1972374761 @default.
• W1964221434 cites W1977967725 @default.
• W1964221434 cites W1980301874 @default.
• W1964221434 cites W1984651059 @default.
• W1964221434 cites W1989426497 @default.
• W1964221434 cites W1994183984 @default.
• W1964221434 cites W1994492056 @default.
• W1964221434 cites W1995636615 @default.
• W1964221434 cites W2016354087 @default.
• W1964221434 cites W2017209122 @default.
• W1964221434 cites W2019758296 @default.
• W1964221434 cites W2021997376 @default.
• W1964221434 cites W2060805832 @default.
• W1964221434 cites W2063370840 @default.
• W1964221434 cites W2066381067 @default.
• W1964221434 cites W2073783260 @default.
• W1964221434 cites W2082345008 @default.
• W1964221434 cites W2084793648 @default.
• W1964221434 cites W2095549987 @default.
• W1964221434 cites W2096513087 @default.
• W1964221434 cites W2103179919 @default.
• W1964221434 cites W2127627615 @default.
• W1964221434 cites W2139704390 @default.
• W1964221434 cites W2140755429 @default.
• W1964221434 cites W2144722274 @default.
• W1964221434 cites W2151709124 @default.
• W1964221434 cites W2157678252 @default.
• W1964221434 cites W2165216303 @default.
• W1964221434 cites W2173076039 @default.
• W1964221434 cites W2476232045 @default.
• W1964221434 cites W4206252072 @default.
• W1964221434 cites W4212941528 @default.
• W1964221434 cites W4231172818 @default.
• W1964221434 cites W4239282587 @default.
• W1964221434 cites W560380321 @default.
• W1964221434 doi "https://doi.org/10.1142/s0219635203000160" @default.
• W1964221434 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/15011278" @default.
• W1964221434 hasPublicationYear "2003" @default.
• W1964221434 type Work @default.
• W1964221434 sameAs 1964221434 @default.
• W1964221434 citedByCount "1" @default.
• W1964221434 crossrefType "journal-article" @default.
• W1964221434 hasAuthorship W1964221434A5019107676 @default.
• W1964221434 hasConcept C105795698 @default.
• W1964221434 hasConcept C111030470 @default.
• W1964221434 hasConcept C11413529 @default.
• W1964221434 hasConcept C121332964 @default.
• W1964221434 hasConcept C134306372 @default.
• W1964221434 hasConcept C144024400 @default.
• W1964221434 hasConcept C149923435 @default.
• W1964221434 hasConcept C153180895 @default.
• W1964221434 hasConcept C154945302 @default.
• W1964221434 hasConcept C158622935 @default.
• W1964221434 hasConcept C164380108 @default.
• W1964221434 hasConcept C179518139 @default.
• W1964221434 hasConcept C2777052490 @default.
• W1964221434 hasConcept C2908647359 @default.
• W1964221434 hasConcept C33923547 @default.
• W1964221434 hasConcept C41008148 @default.
• W1964221434 hasConcept C45374587 @default.
• W1964221434 hasConcept C62520636 @default.
• W1964221434 hasConcept C77637269 @default.
• W1964221434 hasConcept C80444323 @default.
• W1964221434 hasConceptScore W1964221434C105795698 @default.
• W1964221434 hasConceptScore W1964221434C111030470 @default.
• W1964221434 hasConceptScore W1964221434C11413529 @default.
• W1964221434 hasConceptScore W1964221434C121332964 @default.
• W1964221434 hasConceptScore W1964221434C134306372 @default.
• W1964221434 hasConceptScore W1964221434C144024400 @default.
• W1964221434 hasConceptScore W1964221434C149923435 @default.
• W1964221434 hasConceptScore W1964221434C153180895 @default.
• W1964221434 hasConceptScore W1964221434C154945302 @default.
• W1964221434 hasConceptScore W1964221434C158622935 @default.
• W1964221434 hasConceptScore W1964221434C164380108 @default.
• W1964221434 hasConceptScore W1964221434C179518139 @default.
• W1964221434 hasConceptScore W1964221434C2777052490 @default.
• W1964221434 hasConceptScore W1964221434C2908647359 @default.
• W1964221434 hasConceptScore W1964221434C33923547 @default.
• W1964221434 hasConceptScore W1964221434C41008148 @default.
• W1964221434 hasConceptScore W1964221434C45374587 @default.
• W1964221434 hasConceptScore W1964221434C62520636 @default.
• W1964221434 hasConceptScore W1964221434C77637269 @default.
• W1964221434 hasConceptScore W1964221434C80444323 @default.
• W1964221434 hasIssue "01" @default.
• W1964221434 hasLocation W19642214341 @default.
• W1964221434 hasLocation W19642214342 @default.
• W1964221434 hasOpenAccess W1964221434 @default.
• W1964221434 hasPrimaryLocation W19642214341 @default.
• W1964221434 hasRelatedWork W1521515054 @default.

• next