FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2146990516> ?p ?o ?g. }

• W2146990516 endingPage "4826" @default.
• W2146990516 startingPage "4815" @default.
• W2146990516 abstract "“How is information decoded in the brain?” is one of the most difficult and important questions in neuroscience. We have developed a general framework for investigating to what extent the decoding process in the brain can be simplified. First, we hierarchically constructed simplified probabilistic models of neural responses that ignore more than K th-order correlations using the maximum entropy principle. We then computed how much information is lost when information is decoded using these simplified probabilistic models (i.e., “mismatched decoders”). To evaluate the information obtained by mismatched decoders, we introduced an information theoretic quantity, I *, which was derived by extending the mutual information in terms of communication rate across a channel. We showed that I * provides consistent results with the minimum mean-square error as well as the mutual information, and demonstrated that a previously proposed measure quantifying the importance of correlations in decoding substantially deviates from I * when many cells are analyzed. We then applied this proposed framework to spike data for vertebrate retina using short natural scene movies of 100 ms duration as a set of stimuli and computing the information contained in neural activities. Although significant correlations were observed in population activities of ganglion cells, information loss was negligibly small even if all orders of correlation were ignored in decoding. We also found that, if we inappropriately assumed stationarity for long durations in the information analysis of dynamically changing stimuli, such as natural scene movies, correlations appear to carry a large proportion of total information regardless of their actual importance." @default.
• W2146990516 created "2016-06-24" @default.
• W2146990516 creator A5010764345 @default.
• W2146990516 creator A5041477752 @default.
• W2146990516 creator A5044407567 @default.
• W2146990516 creator A5053543093 @default.
• W2146990516 creator A5066486693 @default.
• W2146990516 date "2010-03-31" @default.
• W2146990516 modified "2023-10-03" @default.
• W2146990516 title "Mismatched Decoding in the Brain" @default.
• W2146990516 cites W1557376630 @default.
• W2146990516 cites W1587712743 @default.
• W2146990516 cites W1590824729 @default.
• W2146990516 cites W1965370880 @default.
• W2146990516 cites W1987669950 @default.
• W2146990516 cites W1989196288 @default.
• W2146990516 cites W1989786687 @default.
• W2146990516 cites W1995875735 @default.
• W2146990516 cites W1998050452 @default.
• W2146990516 cites W2002157452 @default.
• W2146990516 cites W2010640765 @default.
• W2146990516 cites W2014461681 @default.
• W2146990516 cites W2021510996 @default.
• W2146990516 cites W2028462244 @default.
• W2146990516 cites W2030610956 @default.
• W2146990516 cites W2032558547 @default.
• W2146990516 cites W2047488554 @default.
• W2146990516 cites W2049696912 @default.
• W2146990516 cites W2066218718 @default.
• W2146990516 cites W2067497461 @default.
• W2146990516 cites W2069519142 @default.
• W2146990516 cites W2079948225 @default.
• W2146990516 cites W2082763286 @default.
• W2146990516 cites W2084585676 @default.
• W2146990516 cites W2088321675 @default.
• W2146990516 cites W2097230740 @default.
• W2146990516 cites W2099111195 @default.
• W2146990516 cites W2104810890 @default.
• W2146990516 cites W2115186120 @default.
• W2146990516 cites W2116811583 @default.
• W2146990516 cites W2122903650 @default.
• W2146990516 cites W2127388521 @default.
• W2146990516 cites W2143814058 @default.
• W2146990516 cites W2147238273 @default.
• W2146990516 cites W2151910747 @default.
• W2146990516 cites W2154433856 @default.
• W2146990516 cites W2157154487 @default.
• W2146990516 cites W2164225225 @default.
• W2146990516 cites W2166405697 @default.
• W2146990516 cites W2168919237 @default.
• W2146990516 cites W2339480847 @default.
• W2146990516 cites W4230628816 @default.
• W2146990516 cites W4256422854 @default.
• W2146990516 doi "https://doi.org/10.1523/jneurosci.4360-09.2010" @default.
• W2146990516 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/6632316" @default.
• W2146990516 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/20357132" @default.
• W2146990516 hasPublicationYear "2010" @default.
• W2146990516 type Work @default.
• W2146990516 sameAs 2146990516 @default.
• W2146990516 citedByCount "41" @default.
• W2146990516 countsByYear W21469905162012 @default.
• W2146990516 countsByYear W21469905162013 @default.
• W2146990516 countsByYear W21469905162014 @default.
• W2146990516 countsByYear W21469905162015 @default.
• W2146990516 countsByYear W21469905162016 @default.
• W2146990516 countsByYear W21469905162017 @default.
• W2146990516 countsByYear W21469905162018 @default.
• W2146990516 countsByYear W21469905162019 @default.
• W2146990516 countsByYear W21469905162021 @default.
• W2146990516 crossrefType "journal-article" @default.
• W2146990516 hasAuthorship W2146990516A5010764345 @default.
• W2146990516 hasAuthorship W2146990516A5041477752 @default.
• W2146990516 hasAuthorship W2146990516A5044407567 @default.
• W2146990516 hasAuthorship W2146990516A5053543093 @default.
• W2146990516 hasAuthorship W2146990516A5066486693 @default.
• W2146990516 hasBestOaLocation W21469905161 @default.
• W2146990516 hasConcept C105795698 @default.
• W2146990516 hasConcept C106301342 @default.
• W2146990516 hasConcept C11413529 @default.
• W2146990516 hasConcept C117220453 @default.
• W2146990516 hasConcept C121332964 @default.
• W2146990516 hasConcept C144024400 @default.
• W2146990516 hasConcept C149923435 @default.
• W2146990516 hasConcept C152139883 @default.
• W2146990516 hasConcept C153180895 @default.
• W2146990516 hasConcept C154945302 @default.
• W2146990516 hasConcept C177264268 @default.
• W2146990516 hasConcept C199360897 @default.
• W2146990516 hasConcept C2524010 @default.
• W2146990516 hasConcept C2908647359 @default.
• W2146990516 hasConcept C33923547 @default.
• W2146990516 hasConcept C41008148 @default.
• W2146990516 hasConcept C49937458 @default.
• W2146990516 hasConcept C52622258 @default.
• W2146990516 hasConcept C57273362 @default.
• W2146990516 hasConcept C62520636 @default.
• W2146990516 hasConcept C9679016 @default.
• W2146990516 hasConceptScore W2146990516C105795698 @default.

• next