Event-related simulation of neural processing in complex visual scenes

2011 45th Annual Conference on Information Sciences and Systems, CISS 2011

Volumn , Issue , 2011, Pages

  Mihalas, Stefan ^a   Dong, Yi ^a   Von Der Heydt, Rüdiger ^a   Niebur, Ernst ^a  

^a JOHNS HOPKINS UNIVERSITY SCHOOL OF MEDICINE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EFFICIENT SIMULATION; EVENT-BASED; INTEGRATE-AND-FIRE NEURONS; ITS EFFICIENCIES; LARGE NETWORKS; MACHINE PRECISION; NEURAL SYSTEMS; NEURAL-PROCESSING; NEURONAL NETWORKS; PRIMARY VISUAL CORTEX; SUBTHRESHOLD DYNAMICS; VISUAL SCENE; VISUAL SYSTEMS;

COMPUTER ARCHITECTURE; COMPUTER SOFTWARE; INFORMATION SCIENCE; MARKUP LANGUAGES;

NEURAL NETWORKS;

EID: 79957846512     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CISS.2011.5766209     Document Type: Conference Paper

References (9)

1. An efficient, parallel event driven simulator of realistic neuronal networks, vol. Abstract 798.1. Washington DE: Society for Neuroscience, 2008.
2. S. Mihalas and E. Niebur, "A generalized linear integrate-and-fire neural model produces diverse spiking behavior," Neural Computation, vol. 21, no. 3, pp. 704-18, March 2009.
3. B. Hille, Ionic channels of excitable membranes. Sunderland, MA: Sinauer, 1992.
4. A. Morrison, C. Mehring, T. Geisel, A. D. Aertsen, and M. Diesmann, "Advancing the boundaries of high-connectivity network simulation with distributed computing." Neural Comput, vol. 17, no. 8, pp. 1776-1801, Aug 2005. [Online]. Available: http://dx.doi.org/10.1162/0899766054026648
5. D. Hubel and T. Wiesel, "Receptive fields of single neurones in the cat's striate cortex," J. Physiol., vol. 148, pp. 574-591, 1959.
6. D. Ferster, "Spatially opponent excitation and inhibition in simple cells of the cat visual cortex," J. Neurosci., vol. 8, pp. 1172-1180, 1988.
7. T. Hansen and H. Neumann, "A simple cell model with dominating opponent inhibition for robust image processing." Neural Netw, vol. 17, no. 5-6, pp. 647-662, 2004. [Online). Available: http://dx.doi.org/10.1016/j. neunet.2004.04.002
8. E. Niebur and F. Wörgötter, "Circular inhibition: a new concept in long-range interactions in the mammalian visual cortex," in Proc. of the International Joint Conference on Neural Networks-San Diego. Piscataway, NJ: IEEE, 1990, pp. II-367-II-372.
9. D. Millman, S. Mihalas, A. Kirkwood, and E. Niebur, "Self-organized criticality occurs in non-conservative neuronal networks during/up/'states, " Nature Physics, vol. 6, no. 10, pp. 801-805, 2010.