DocumentCode :
1601803
Title :
Spikes, Local Field Potentials, and Electrocorticogram Characterization during Motor Learning in Rats for Brain Machine Interface Tasks
Author :
Marzullo, T.C. ; Dudley, J.R. ; Miller, C.R. ; Trejo, L. ; Kipke, D.R.
Author_Institution :
Dept. of Biomed. Eng., Michigan Univ., Ann Arbor, MI
fYear :
2006
Firstpage :
429
Lastpage :
431
Abstract :
Brain machine interface development typically falls into two arenas, invasive extracellular recording and non-invasive electroencephalogram recording methods. The relationship between action potentials and field potentials is not well understood, and investigation of interrelationships may improve design of neuroprosthetic control systems. Rats were trained on a motor learning task whereby they had to insert their noses into an aperture while simultaneously pressing down on levers with their forepaws; spikes, local field potentials (LFPs), and electrocorticograms (ECoGs) over the motor cortex were recorded and characterized. Preliminary results suggest that the LFP activity in lower cortical layers oscillates with the ECoG
Keywords :
bioelectric potentials; brain; handicapped aids; medical control systems; medical signal processing; prosthetics; action potentials; brain machine interface tasks; electrocorticogram; invasive extracellular recording; local field potentials; motor cortex; motor learning; motor learning task; neuroprosthetic control systems; noninvasive electroencephalogram recording; rats; spikes; Apertures; Band pass filters; Biomedical electrodes; Biomedical engineering; Machine learning; Microelectrodes; Nose; Rats; Skull; Surgery;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the
Conference_Location :
Shanghai
Print_ISBN :
0-7803-8741-4
Type :
conf
DOI :
10.1109/IEMBS.2005.1616437
Filename :
1616437
Link To Document :
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