Analyzing Trial-to-Trial Variability in the Mouse Visual Pathway Using Functional Ultrasound
A. Erol (TU Delft - Signal Processing Systems)
P. Kruizinga (TU Delft - Signal Processing Systems, Erasmus MC)
Borbála Hunyadi (TU Delft - Signal Processing Systems)
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Abstract
Functional ultrasound (fUS) is an emerging neuroimaging modality that records changes in local blood dynamics. While it is known that the brain can respond variably to the same stimuli presented at different time instants, the extent to which fUS detects this variability based on the measured hemodynamics remains an open question. In this work, we characterize trial variability using fUS by estimating activation coefficients per trial using region-specific hemodynamic response functions. Our visual fUS experiments conducted on a mouse consistently reveal an increase of trial variability from the lateral geniculate nucleus to the visual cortex across different brain slices. These results are in parallel with prior findings in neuronal studies, suggesting a link between fluctuations of the evoked fUS response and true neural variability.