Dynamically repairing and replacing neural networks: Using hybrid computational and biological tools

IEEE Pulse

Volumn 3, Issue 1, 2012, Pages 57-59

  Sanchez, Justin C ^a   Lytton, William W ^b,c   Carmena, Jose M ^d   Principe, Jose C ^e   Fortes, Jose ^e   Barbour, Randall L ^f   Francis, Joseph T ^b  

^a UNIVERSITY OF MIAMI   (United States)

^b Robert Furchgott Center for Neural and Behavioral Science   (United States)

^c STATE UNIVERSITY OF NEW YORK   (United States)

^d UNIVERSITY OF CALIFORNIA   (United States)

^e J Crayton Pruitt Family Department of Biomedical Engineering   (United States)

^f Downstate Health Sciences University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BIOLOGICAL PRINCIPLES; COMPUTATIONAL MODEL; DAILY LIFE ACTIVITIES; DEBILITATING EFFECTS; HYBRID COMPUTATIONAL; IN-SILICO; MEDICAL DEVICES; SENSORIMOTOR CONTROL;

BIOLOGY; EQUIPMENT TESTING;

BIOMEDICAL ENGINEERING;

ANIMAL; ARTIFICIAL NEURAL NETWORK; BIOLOGICAL MODEL; COMPUTER PROGRAM; HUMAN; REVIEW;

ANIMALS; HUMANS; MODELS, BIOLOGICAL; NEURAL NETWORKS (COMPUTER); SOFTWARE;

EID: 84857467273     PISSN: 21542287     EISSN: None     Source Type: Journal    
DOI: 10.1109/MPUL.2011.2175640     Document Type: Article

References (10)

1. V. D. Chase, Shattered Nerves: How Science Is Solving Modern Medicine's Most Perplexing Problem, 1st ed. Baltimore, MD: The Johns Hopkins Univ. Press, 2006.
2. M. Botvinick, Y. Niv, and A. Barto, "Hierarchically organized behavior and its neural foundations: A reinforcement learning perspective," Cognition, vol. 113, pp. 262-280, Dec. 2009.
3. M. D. Mauk and D. V. Buonomano, "The neural basis of temporal processing," Annu. Rev. Neurosci., vol. 27, pp. 307-340, 2004. (Pubitemid 39050406)
4. J. Fuster, "Upper processing stages of the perception-action cycle," Trends Cogn. Sci., vol. 8, no. 4, pp. 143-145, 2004. (Pubitemid 38429921)
5. D. S. Plurad, "Blast injury," Military Med., vol. 176, pp. 276-282, Apr. 2011.
6. R. L. Barbour, H. L. Graber, Y. Pei, S. Zhong, and C. H. Schmitz, "Optical tomographic imaging of dynamic features of dense-scattering media," J. Opt. Soc. Amer. A, Opt. Image Sci., vol. 18, pp. 3018-3036, Dec. 2001.
7. S. H. Scott, "Optimal feedback control and the neural basis of volitional motor control," Nature Rev. Neurosci., vol. 5, pp. 532-546, July 2004.
8. J. C. Sanchez, A. Tarigoppula, J. S. Choi, B. T. Marsh, P. Y. Chhatbar, B. Mahmoudi, and J. T. Francis, "Control of a center-out reaching task using a reinforcement learning brain-machine interface," presented at the IEEE Int. Neural Engineering Conf., Cancun, Mexico, 2011.
9. B. Mahmoudi and J. Sanchez, "A symbiotic brain-machine interface through value-based decision making," PloS One, vol. 6, no. 3, pp. 1-14, 2011.
10. R. T. Canolty, K. Ganguly, S. W. Kennerley, C. F. Cadieu, K. Koepsell, J. D. Wallis, and J. M. Carmena, "Oscillatory phase coupling coordinates anatomically dispersed functional cell assemblies," Proc. Nat. Acad. Sci. USA, vol. 107, pp. 17356-17361, Oct. 2010.