FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2185897103> ?p ?o ?g. }

• W2185897103 abstract "Patterns of activities of neurons serve as attractors, since they are those neuronal configurations which correspond to minimal ’free energy’ of the whole system. Namely, they realize maximal possible agreement among constitutive neurons and are most-strongly correlated with some environmental pattern. Neuronal patterns-qua-attractors have both a material and a virtual aspect. As neuronal patterns, on the one hand, patterns-qua-attractors are explicit carriers of informational contents. As attractors, on the other hand, patterns-qua-attractors are implicit mental representations which acquire a meaning in contextual relations to other possible patterns. Recognition of an external pattern is explained as a (re)construction of the pattern which is the most relevant and similar to a given environmental pattern. The identity of the processes of pattern construction, re-construction and Hebbian short-term storage is realized in a net. Perceptual processes are here modeled using Kohonen’s topology-preserving feature mapping onto cortex where further associative processing is continued. To model stratification of associative processing because of influence from higher brain areas, Haken’s multi-level synergetic network is found to be appropriate. The hierarchy of brain processes is of ”software”-type, i.e. virtual, as well as it is of ”hardware”-type, i.e. physiological. It is shown that synergetic and attractor dynamics can characterize not only neural networks, but also underlying quantum networks. Neural nets are alone not sufficient for consciousness, but interaction with the quantum level might provide effects necessary for consciousness, like, for instance, ultimate binding of perceptual features into an unified experience. It is mathematically demonstrated that associative neural networks realize information processing analogous to the quantum dynamics. Parallels in the formalism of neural models and quantum theory are listed. Basic elements of the quantum versus neural system (modeled by formal neurons and connections) are very different, but their collective processes obey similar laws. Specifically, it is shown that neuron’s weighted spatio-temporal integration of signals corresponds to the Feynman’s version of the Schrodinger equation. In the first case weights are synaptic strengths determined by the Hebb or delta correlation rule; in the second case weights are Green functions or density matrices. In both cases encodings of pattern-correlations represent memory. (Re)construction of a neuronal pattern-qua-attractor is analogous to the ”wave-function collapse”. Transformations of memory (or sub-conscious) representations to a conscious representation is modeled in the same way. Found mathematical analogies allow translation of the neural-net ”algorithm”, which in author’s simulations works very well, into a quantum one. This indicates how such quantum networks, which might be exploited by the sub-cellular levels of brain, could process information efficiently and also make it conscious." @default.
• W2185897103 created "2016-06-24" @default.
• W2185897103 creator A5021867256 @default.
• W2185897103 date "2001-01-01" @default.
• W2185897103 modified "2023-09-26" @default.
• W2185897103 title "Multi-level Synergetic Computation in Brain" @default.
• W2185897103 cites W102277558 @default.
• W2185897103 cites W105752114 @default.
• W2185897103 cites W106166462 @default.
• W2185897103 cites W124247091 @default.
• W2185897103 cites W14334640 @default.
• W2185897103 cites W149338713 @default.
• W2185897103 cites W1497042422 @default.
• W2185897103 cites W1502029496 @default.
• W2185897103 cites W1520965145 @default.
• W2185897103 cites W1524565592 @default.
• W2185897103 cites W1529016343 @default.
• W2185897103 cites W1549587997 @default.
• W2185897103 cites W1566299238 @default.
• W2185897103 cites W1591715454 @default.
• W2185897103 cites W1591743477 @default.
• W2185897103 cites W1596092532 @default.
• W2185897103 cites W1604176317 @default.
• W2185897103 cites W1616280357 @default.
• W2185897103 cites W1884390770 @default.
• W2185897103 cites W1968147203 @default.
• W2185897103 cites W1968621731 @default.
• W2185897103 cites W1981497315 @default.
• W2185897103 cites W1982325157 @default.
• W2185897103 cites W1990566849 @default.
• W2185897103 cites W1991848143 @default.
• W2185897103 cites W1995841230 @default.
• W2185897103 cites W2003454866 @default.
• W2185897103 cites W2006500012 @default.
• W2185897103 cites W2008673651 @default.
• W2185897103 cites W2015429306 @default.
• W2185897103 cites W2017257315 @default.
• W2185897103 cites W2026147435 @default.
• W2185897103 cites W2030540725 @default.
• W2185897103 cites W2033870813 @default.
• W2185897103 cites W2052323792 @default.
• W2185897103 cites W2052808113 @default.
• W2185897103 cites W2057841638 @default.
• W2185897103 cites W2059285855 @default.
• W2185897103 cites W2061014070 @default.
• W2185897103 cites W2061259439 @default.
• W2185897103 cites W2061620672 @default.
• W2185897103 cites W2063467433 @default.
• W2185897103 cites W2066565649 @default.
• W2185897103 cites W2067126098 @default.
• W2185897103 cites W2067348645 @default.
• W2185897103 cites W2070862784 @default.
• W2185897103 cites W2074485628 @default.
• W2185897103 cites W2081443570 @default.
• W2185897103 cites W2085067410 @default.
• W2185897103 cites W2092628095 @default.
• W2185897103 cites W2102469053 @default.
• W2185897103 cites W2105346542 @default.
• W2185897103 cites W2112246162 @default.
• W2185897103 cites W2114711412 @default.
• W2185897103 cites W2122925692 @default.
• W2185897103 cites W2126944205 @default.
• W2185897103 cites W2133671888 @default.
• W2185897103 cites W2153223171 @default.
• W2185897103 cites W2154859185 @default.
• W2185897103 cites W2174344537 @default.
• W2185897103 cites W2293063825 @default.
• W2185897103 cites W2336212149 @default.
• W2185897103 cites W2465102224 @default.
• W2185897103 cites W2485043189 @default.
• W2185897103 cites W2496387669 @default.
• W2185897103 cites W3010848109 @default.
• W2185897103 cites W3038355909 @default.
• W2185897103 cites W3126606493 @default.
• W2185897103 cites W3207342693 @default.
• W2185897103 cites W50067390 @default.
• W2185897103 cites W617266438 @default.
• W2185897103 cites W65738273 @default.
• W2185897103 cites W92214286 @default.
• W2185897103 cites W166193348 @default.
• W2185897103 hasPublicationYear "2001" @default.
• W2185897103 type Work @default.
• W2185897103 sameAs 2185897103 @default.
• W2185897103 citedByCount "10" @default.
• W2185897103 countsByYear W21858971032014 @default.
• W2185897103 crossrefType "journal-article" @default.
• W2185897103 hasAuthorship W2185897103A5021867256 @default.
• W2185897103 hasConcept C111437709 @default.
• W2185897103 hasConcept C114614502 @default.
• W2185897103 hasConcept C121332964 @default.
• W2185897103 hasConcept C134306372 @default.
• W2185897103 hasConcept C138885662 @default.
• W2185897103 hasConcept C153180895 @default.
• W2185897103 hasConcept C154945302 @default.
• W2185897103 hasConcept C15744967 @default.
• W2185897103 hasConcept C158622935 @default.
• W2185897103 hasConcept C159423971 @default.
• W2185897103 hasConcept C162324750 @default.
• W2185897103 hasConcept C164380108 @default.
• W2185897103 hasConcept C169760540 @default.

• next