DocumentCode
2484001
Title
Restorative encoding memory integrative neural device: “REMIND”
Author
Hampson, R.E. ; Marmaralis, V. ; Shin, D.C. ; Gerhardt, G.A. ; Song, D. ; Chan, R.H.M. ; Sweatt, A.J. ; Granacki, J. ; Berger, T.W. ; Deadwyler, S.A.
Author_Institution
Dept. of Physiol., Wake Forest Univ. Health Sci., Winston-Salem, NC, USA
fYear
2011
fDate
Aug. 30 2011-Sept. 3 2011
Firstpage
3338
Lastpage
3341
Abstract
Construction and application of a neural prosthesis device that enhances existing and replaces lost memory capacity in humans is the focus of research described here in rodents. A unique approach for the analysis and application of neural population firing has been developed to decipher the pattern in which information is successfully encoded by the hippocampus where mnemonic accuracy is critical. A nonlinear dynamic multi-input multi-output (MIMO) model is utilized to extract memory relevant firing patterns in CA3 and CA1 and to predict online what the consequences of the encoded firing patterns reflect for subsequent information retrieval for successful performance of delayed-nonmatch-to-sample (DNMS) memory task in rodents. The MIMO model has been tested successfully in a number of different contexts, each of which produced improved performance by a) utilizing online predicted codes to regulate task difficulty, b) employing electrical stimulation of CA1 output areas in the same pattern as successful cell firing, c) employing electrical stimulation to recover cell firing compromised by pharmacological agents and d) transferring and improving performance in naïve animals using the same stimulation patterns that are effective in fully trained animals. The results in rodents formed the basis for extension of the MIMO model to nonhuman primates in the same type of memory task that is now being tested in the last step prior to its application in humans.
Keywords
MIMO systems; bioelectric potentials; brain; cellular biophysics; drugs; information retrieval; neurophysiology; nonlinear dynamical systems; prosthetics; DNMS memory task; REMIND; cell firing; delayed-nonmatch-to-sample memory task; electrical stimulation; hippocampus; information retrieval; memory capacity; memory enhancement; memory relevant firing pattern; mnemonic accuracy; neural population firing; neural prosthesis device; nonlinear dynamic MIMO model; nonlinear dynamic multi-input multi-output model; pharmacological agent; restorative encoding memory integrative neural device; Animals; Encoding; Firing; Hippocampus; MIMO; Prosthetics; Strontium; Delayed Memory Task; Ensemble Activity; Hippocampal Prosthesis; Memory enhancement and recovery; Nonlinear Model; Stimulation patterns; Animals; Electric Stimulation; Humans; Information Storage and Retrieval; Memory; Models, Theoretical; Rodentia;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location
Boston, MA
ISSN
1557-170X
Print_ISBN
978-1-4244-4121-1
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2011.6090905
Filename
6090905
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