eLife · 2020 · 20 citations · 44 references
MedicineNeurobiologyNeuroscienceNeuroanatomyNeurophysiologySystems NeuroscienceBrain Network AnalysisCentral Nervous SystemFunctional NeuroanatomyMultisensory IntegrationSensory IntegrationSensory PathwaysAmygdala AnatomyAmygdala ProcessingAmygdaloid NucleiBrain OrganizationFunctional Brain NetworksGeneralized EigenvectorsLocal Field PotentialsNeuronal Ensemble Organization
The primate amygdala performs multiple functions that may be related to the anatomical heterogeneity of its nuclei. Individual neurons with stimulus- and task-specific responses are not clustered in any of the nuclei, suggesting that single-units may be too-fine grained to shed light on the mesoscale organization of the amygdala. We have extracted from local field potentials recorded simultaneously from multiple locations within the primate ( Macaca mulatta ) amygdala spatially defined and statistically separable responses to visual, tactile, and auditory stimuli. A generalized eigendecomposition-based method of source separation isolated coactivity patterns, or components, that in neurophysiological terms correspond to putative subnetworks. Some component spatial patterns mapped onto the anatomical organization of the amygdala, while other components reflected integration across nuclei. These components differentiated between visual, tactile, and auditory stimuli suggesting the presence of functionally distinct parallel subnetworks.
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On the interpretation of weight vectors of linear models in multivariate neuroimaging
Stefan Haufe, Frank C. Meinecke, Kai Görgen et al. · NeuroImage · 2013 · 1.5K citations · Full text