Title :
Multi-Unit Activity contains information about spatial stimulus structure in mouse primary visual cortex
Author :
Marie Tolkiehn;Simon R. Schultz
Author_Institution :
Centre for Neurotechnology and Department of Bioengineering, Imperial College London, SW7, UK
Abstract :
This study investigates the spatial and directional tuning of Multi-Unit Activity (MUA) in mouse primary visual cortex and how MUA can reflect spatiotemporal structures contained in moving gratings. Analysis of multi-shank laminar electrophysiological recordings from mouse primary visual cortex indicates a directional preference for moving gratings around 180°, while preferred spatial frequency peaks around 0.02 cycles per degree, which is similar as reported in single-unit studies. Using only features from MUA, we further achieved a significant performance in decoding spatial frequency or direction of moving gratings, with average decoding performances of up to 58.54% for 8 directions, and 44% correctly identified spatial frequencies against chance level of 16.7%.
Keywords :
"Decoding","Visualization","Mice","Tuning","Gratings","Neuroscience","Open systems"
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE
Electronic_ISBN :
1558-4615
DOI :
10.1109/EMBC.2015.7319214