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The discriminative accuracy between patterns of neural activity indicates how stable and different the patterns are.
Another interesting question is how different psychiatric illnesses affect discrimination between patterns of neural activity for different stimuli.
The accuracy for discriminating between patterns of neural activity for happy versus neutral faces overall was lower in both patient groups relative to HC.
We used a novel analytic framework to examine the extent to which unipolar and bipolar depressed individuals differed on discrimination between patterns of neural activity for happy and neutral faces.
Moreover, this study, in highlighting a robust link between patterns of neural activity in the hippocampus and choice behavior, provides new insights into how its specific representational and computational capacities may be brought to bear on the decision making process.
The aim of the present study was to employ GPCs to examine the extent to which UD and BD differed in discrimination between patterns of neural activity to happy and to neutral face stimuli.
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This implies that there is a large network of frontotemporal regions that are involved in grammatical processing, but which differentiate between the patterns of neural activity elicited by each type of complexity.
Our more conventional approach of examining the ability of the GPC to discriminate directly between groups also indicated that the best classification accuracy was obtained when directly discriminating between BD and UD using patterns of neural activity for mild happy faces, although this discrimination was at an accuracy level of 67%.
And so the way that I and any others that work in this way think about what we're trying to do here is, we're trying to predict the mapping between images and regular patterns of neural activity against populations patterns of firing.
Ultimately, Nelson says, the goal should be to forge a connection between patterns of motion and patterns of neural activity: "You've got to drive the golden spike between these two railroads at some point".
More recently, a paper addressing explicitly the mutual relationships between network architecture and dominant patterns of neural activity stressed how synaptic connections determine the repertoire of spatial patterns in spontaneous activity [36].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com