Matches in SemOpenAlex for { <https://semopenalex.org/work/W2890832752> ?p ?o ?g. }
- W2890832752 abstract "Discrete sequential information coding is a key mechanism that transforms complex cognitive brain activity into a low-dimensional dynamical process based on the sequential switching among finite numbers of patterns. The storage size of the corresponding process is large because of the permutation capacity as a function of control signals in ensembles of these patterns. Extracting low-dimensional functional dynamics from multiple large-scale neural populations is a central problem both in neuro- and cognitive- sciences. Experimental results in the last decade represent a solid base for the creation of low-dimensional models of different cognitive functions and allow moving towards a dynamical theory of consciousness. We discuss here a methodology to build simple kinetic equations that can be the mathematical skeleton of this theory. Models of the corresponding discrete information processing can be designed using the following dynamical principles: (i) clusterization of the neural activity in space and time and formation of information patterns; (ii) robustness of the sequential dynamics based on heteroclinic chains of metastable clusters; and (iii) sensitivity of such sequential dynamics to intrinsic and external informational signals. We analyze sequential discrete coding based on winnerless competition low-frequency dynamics. Under such dynamics, entrainment and heteroclinic coordination leads to a large variety of coding regimes that are invariant in time." @default.
- W2890832752 created "2018-09-27" @default.
- W2890832752 creator A5043055788 @default.
- W2890832752 creator A5061696167 @default.
- W2890832752 date "2018-09-07" @default.
- W2890832752 modified "2023-10-16" @default.
- W2890832752 title "Discrete Sequential Information Coding: Heteroclinic Cognitive Dynamics" @default.
- W2890832752 cites W1515138319 @default.
- W2890832752 cites W1586767291 @default.
- W2890832752 cites W1617678271 @default.
- W2890832752 cites W1968185853 @default.
- W2890832752 cites W1971283401 @default.
- W2890832752 cites W1975799687 @default.
- W2890832752 cites W1978983866 @default.
- W2890832752 cites W1990977324 @default.
- W2890832752 cites W1996196481 @default.
- W2890832752 cites W2006672103 @default.
- W2890832752 cites W2010242617 @default.
- W2890832752 cites W2015303758 @default.
- W2890832752 cites W2016723506 @default.
- W2890832752 cites W2017231791 @default.
- W2890832752 cites W2017909619 @default.
- W2890832752 cites W2036899314 @default.
- W2890832752 cites W2049891146 @default.
- W2890832752 cites W2050570228 @default.
- W2890832752 cites W2051721890 @default.
- W2890832752 cites W2056199650 @default.
- W2890832752 cites W2071524928 @default.
- W2890832752 cites W2073766828 @default.
- W2890832752 cites W2075117230 @default.
- W2890832752 cites W2089110881 @default.
- W2890832752 cites W2089810796 @default.
- W2890832752 cites W2094167370 @default.
- W2890832752 cites W2105714874 @default.
- W2890832752 cites W2111947800 @default.
- W2890832752 cites W2121982675 @default.
- W2890832752 cites W2125115665 @default.
- W2890832752 cites W2133002105 @default.
- W2890832752 cites W2133299302 @default.
- W2890832752 cites W2133862521 @default.
- W2890832752 cites W2145687620 @default.
- W2890832752 cites W2149308981 @default.
- W2890832752 cites W2159059984 @default.
- W2890832752 cites W2160623437 @default.
- W2890832752 cites W2167362547 @default.
- W2890832752 cites W2170232314 @default.
- W2890832752 cites W2175824441 @default.
- W2890832752 cites W2228094914 @default.
- W2890832752 cites W2308011671 @default.
- W2890832752 cites W2318928929 @default.
- W2890832752 cites W2416925828 @default.
- W2890832752 cites W2524321679 @default.
- W2890832752 cites W2530399318 @default.
- W2890832752 cites W2537240939 @default.
- W2890832752 cites W2552393629 @default.
- W2890832752 cites W2560663849 @default.
- W2890832752 cites W2594431083 @default.
- W2890832752 cites W2606837722 @default.
- W2890832752 cites W2618385714 @default.
- W2890832752 cites W2621981407 @default.
- W2890832752 cites W2729610843 @default.
- W2890832752 cites W2735878983 @default.
- W2890832752 cites W2740058987 @default.
- W2890832752 cites W2765216222 @default.
- W2890832752 cites W2767108971 @default.
- W2890832752 cites W2772704314 @default.
- W2890832752 cites W2782821321 @default.
- W2890832752 cites W2785787070 @default.
- W2890832752 cites W2802824204 @default.
- W2890832752 cites W307736620 @default.
- W2890832752 cites W4237713342 @default.
- W2890832752 cites W4237810478 @default.
- W2890832752 doi "https://doi.org/10.3389/fncom.2018.00073" @default.
- W2890832752 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/6137616" @default.
- W2890832752 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/30245621" @default.
- W2890832752 hasPublicationYear "2018" @default.
- W2890832752 type Work @default.
- W2890832752 sameAs 2890832752 @default.
- W2890832752 citedByCount "20" @default.
- W2890832752 countsByYear W28908327522019 @default.
- W2890832752 countsByYear W28908327522020 @default.
- W2890832752 countsByYear W28908327522021 @default.
- W2890832752 countsByYear W28908327522022 @default.
- W2890832752 countsByYear W28908327522023 @default.
- W2890832752 crossrefType "journal-article" @default.
- W2890832752 hasAuthorship W2890832752A5043055788 @default.
- W2890832752 hasAuthorship W2890832752A5061696167 @default.
- W2890832752 hasBestOaLocation W28908327521 @default.
- W2890832752 hasConcept C105795698 @default.
- W2890832752 hasConcept C121332964 @default.
- W2890832752 hasConcept C121864883 @default.
- W2890832752 hasConcept C179518139 @default.
- W2890832752 hasConcept C33923547 @default.
- W2890832752 hasConcept C41008148 @default.
- W2890832752 hasConcept C62520636 @default.
- W2890832752 hasConcept C79379906 @default.
- W2890832752 hasConcept C80444323 @default.
- W2890832752 hasConceptScore W2890832752C105795698 @default.
- W2890832752 hasConceptScore W2890832752C121332964 @default.
- W2890832752 hasConceptScore W2890832752C121864883 @default.