DocumentCode
3598085
Title
Laminar Analysis of Movement Direction Information in Local Field Potentials of the Rat Motor Cortex
Author
Gage, Gregory J. ; Kawahara, Chie ; Ross, Shani E. ; Marzullo, Timothy C. ; Kipke, Daryl R.
Author_Institution
Dept. of Biomed. Eng., Michigan Univ., Ann Arbor, MI
fYear
2006
Firstpage
2589
Lastpage
2592
Abstract
Local field potentials (LFPs) have been proposed for use in controlling neural prosthetic devices because they can provide reliable motor and sensory-related information, and can easily be recorded over long periods of time. While studies have shown that directional information about motor movements can be inferred from LFPs, it is not known at what depth these signals should be recorded from in order to maximize the amount of movement information. Towards this end, we used a directional motor task in Long Evans rats, while sampling LFPs with an electrode consisting of 16 vertical recording sites that were evenly-spaced 100mum apart. This allowed for simultaneous recording of all layers of the motor cortex. The frequency components of LFPs were then analyzed using k-means clustering to determine directional information as a function of depth. Here we report our initial findings that superficial layers (II/III) of motor cortex may provide more information about movement directions then deeper layers (V)
Keywords
biocontrol; bioelectric potentials; brain; cognition; neurophysiology; prosthetics; LFP; Long Evans rat; k-means clustering; laminar analysis; local field potential; movement direction information; neural prosthetic device control; rat motor cortex; superficial layers; Anesthesia; Decoding; Electrodes; Frequency estimation; Information analysis; Nose; Prosthetics; Rats; Surgery; USA Councils;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
ISSN
1557-170X
Print_ISBN
1-4244-0032-5
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2006.260637
Filename
4462326
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