Title :
Skilled hindlimb reaching task in rats as a platform for a brain-machine interface to restore motor function after complete spinal cord injury
Author :
Knudsen, Eric B. ; Moxon, Karen A. ; Sturgis, Elliot B. ; Shumsky, Jed S.
Author_Institution :
Sch. of Biomed. Eng., Drexel Univ., Philadelphia, PA, USA
fDate :
Aug. 30 2011-Sept. 3 2011
Abstract :
Behavioral tasks utilized as models for decoding neural activity for use in brain-machine interfaces are constrained primarily to forelimb tasks or locomotion. We present here our methodology for training adult rats in a novel skilled hindlimb `reaching´ task in which the animal is trained to make different types of hindlimb movements. 6 adult Long-Evans rats were trained to make variable duration (<;1 or >;1.5 s) hindlimb presses cued by a spatially-independent visual cue. 5 of 6 animals (83.3%) were able to learn the task to proficiency. The training paradigm introduced here serves as a platform to investigate the ability of the animal to transfer motor cortical activity in response to a cue originally generated during normal movments, to a novel context in the absecense of movement and ultimately after complete mid-thoracic spinal cord transection. We also present preliminary results of offline classification of neural activity during trial performance for two trained animals.
Keywords :
brain-computer interfaces; injuries; medical signal processing; neurophysiology; signal classification; brain-machine interface; complete spinal cord injury; mid-thoracic spinal cord transection; motor function; neural activity decoding; skilled hindlimb reaching task; Decoding; Educational institutions; Neurons; Presses; Rats; Training; Animals; Brain; Hindlimb; Locomotion; Male; Motor Activity; Motor Skills; Movement; Rats; Rats, Long-Evans; Recovery of Function; Spinal Cord; Spinal Cord Injuries; Time Factors; User-Computer Interface; Vision, Ocular;
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2011.6091558