Matches in SemOpenAlex for { <https://semopenalex.org/work/W2508979076> ?p ?o ?g. }
- W2508979076 endingPage "4614" @default.
- W2508979076 startingPage "4597" @default.
- W2508979076 abstract "Abstract This article describes the first application of a generic (empirical) Bayesian analysis of between‐subject effects in the dynamic causal modeling (DCM) of electrophysiological (MEG) data. It shows that (i) non‐invasive (MEG) data can be used to characterize subject‐specific differences in cortical microcircuitry and (ii) presents a validation of DCM with neural fields that exploits intersubject variability in gamma oscillations. We find that intersubject variability in visually induced gamma responses reflects changes in the excitation‐inhibition balance in a canonical cortical circuit. Crucially, this variability can be explained by subject‐specific differences in intrinsic connections to and from inhibitory interneurons that form a pyramidal‐interneuron gamma network. Our approach uses Bayesian model reduction to evaluate the evidence for (large sets of) nested models—and optimize the corresponding connectivity estimates at the within and between‐subject level. We also consider Bayesian cross‐validation to obtain predictive estimates for gamma‐response phenotypes, using a leave‐one‐out procedure. Hum Brain Mapp 37:4597–4614, 2016 . © The Authors Human Brain Mapping Published by Wiley Periodicals, Inc." @default.
- W2508979076 created "2016-09-16" @default.
- W2508979076 creator A5017947674 @default.
- W2508979076 creator A5030160648 @default.
- W2508979076 creator A5059118494 @default.
- W2508979076 creator A5083338138 @default.
- W2508979076 creator A5086852785 @default.
- W2508979076 date "2016-09-04" @default.
- W2508979076 modified "2023-10-17" @default.
- W2508979076 title "Intersubject variability and induced gamma in the visual cortex: DCM with empirical Bayes and neural fields" @default.
- W2508979076 cites W1492418896 @default.
- W2508979076 cites W1497878968 @default.
- W2508979076 cites W1847158084 @default.
- W2508979076 cites W1859904033 @default.
- W2508979076 cites W1888779951 @default.
- W2508979076 cites W1965322047 @default.
- W2508979076 cites W1971345512 @default.
- W2508979076 cites W1972727462 @default.
- W2508979076 cites W1975544504 @default.
- W2508979076 cites W1976468480 @default.
- W2508979076 cites W1983192672 @default.
- W2508979076 cites W1985983039 @default.
- W2508979076 cites W1986014504 @default.
- W2508979076 cites W1987485108 @default.
- W2508979076 cites W1989045420 @default.
- W2508979076 cites W1991695159 @default.
- W2508979076 cites W1993409691 @default.
- W2508979076 cites W1993608624 @default.
- W2508979076 cites W1994218329 @default.
- W2508979076 cites W1995978544 @default.
- W2508979076 cites W1999463063 @default.
- W2508979076 cites W2001718669 @default.
- W2508979076 cites W2005644553 @default.
- W2508979076 cites W2007031766 @default.
- W2508979076 cites W2011650625 @default.
- W2508979076 cites W2013186737 @default.
- W2508979076 cites W2020061000 @default.
- W2508979076 cites W2020075010 @default.
- W2508979076 cites W2021079169 @default.
- W2508979076 cites W2032215616 @default.
- W2508979076 cites W2033134445 @default.
- W2508979076 cites W2036682006 @default.
- W2508979076 cites W2038141274 @default.
- W2508979076 cites W2038875420 @default.
- W2508979076 cites W2039485169 @default.
- W2508979076 cites W2044317665 @default.
- W2508979076 cites W2046134697 @default.
- W2508979076 cites W2047990541 @default.
- W2508979076 cites W2053773581 @default.
- W2508979076 cites W2060544899 @default.
- W2508979076 cites W2062624347 @default.
- W2508979076 cites W2068904707 @default.
- W2508979076 cites W2071881327 @default.
- W2508979076 cites W2075117230 @default.
- W2508979076 cites W2079636521 @default.
- W2508979076 cites W2079948225 @default.
- W2508979076 cites W2080709273 @default.
- W2508979076 cites W2081115029 @default.
- W2508979076 cites W2081402846 @default.
- W2508979076 cites W2085288273 @default.
- W2508979076 cites W2086521788 @default.
- W2508979076 cites W2088092325 @default.
- W2508979076 cites W2090475658 @default.
- W2508979076 cites W2090668679 @default.
- W2508979076 cites W2091871902 @default.
- W2508979076 cites W2093216962 @default.
- W2508979076 cites W2095265457 @default.
- W2508979076 cites W2095449545 @default.
- W2508979076 cites W2101880910 @default.
- W2508979076 cites W2101954189 @default.
- W2508979076 cites W2105927641 @default.
- W2508979076 cites W2107098820 @default.
- W2508979076 cites W2107280169 @default.
- W2508979076 cites W2112412574 @default.
- W2508979076 cites W2114206425 @default.
- W2508979076 cites W2117663940 @default.
- W2508979076 cites W2118779370 @default.
- W2508979076 cites W2120079537 @default.
- W2508979076 cites W2120264250 @default.
- W2508979076 cites W2120719475 @default.
- W2508979076 cites W2122940730 @default.
- W2508979076 cites W2123204198 @default.
- W2508979076 cites W2124777856 @default.
- W2508979076 cites W2129207384 @default.
- W2508979076 cites W2132791050 @default.
- W2508979076 cites W2133348055 @default.
- W2508979076 cites W2135369850 @default.
- W2508979076 cites W2137552275 @default.
- W2508979076 cites W2139935979 @default.
- W2508979076 cites W2140952948 @default.
- W2508979076 cites W2142841487 @default.
- W2508979076 cites W2143323067 @default.
- W2508979076 cites W2147617498 @default.
- W2508979076 cites W2148407108 @default.
- W2508979076 cites W2148849843 @default.
- W2508979076 cites W2149561999 @default.
- W2508979076 cites W2157084876 @default.
- W2508979076 cites W2159250574 @default.