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Volumn , Issue , 2008, Pages

Biologically-inspired spiking neural networks with Hebbian learning for vision processing

Author keywords

[No Author keywords available]

Indexed keywords

CODE PERFORMANCE; CPU TIME; GRAPHICAL DISPLAYS; HEBBIAN LEARNING; IMAGE CAPTURES; LARGE NETWORKS; MEMORY REQUIREMENTS; SENSOR DATA; SOFTWARE DEVELOPMENT EFFORT; SPIKING NEURAL NETWORKS; TRANSLATIONAL INVARIANCE; VISION PROCESSING;

EID: 78149462239     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (16)

References (47)
  • 3
    • 78149454466 scopus 로고    scopus 로고
    • [cited; Available from
    • Worm Atlas (C. Elegans). [cited; Available from: http://www.wormatlas. org/.
    • Worm Atlas
    • Elegans, C.1
  • 5
    • 53849122644 scopus 로고    scopus 로고
    • [cited Dec. 31, 2007]; Available from
    • TOP500 Computer List. [cited Dec. 31, 2007]; Available from: http://www.top500.org/.
    • TOP500 Computer List
  • 8
    • 78149421237 scopus 로고    scopus 로고
    • Control of a six-legged mobile robot using the soar cognitive architecture
    • AIAA Paper No. 2008-0878. Reno, NV
    • Hanford, S.D., O. Janrathitikarn, and L.N. Long. Control of a Six-Legged Mobile Robot Using the Soar Cognitive Architecture. in 46th AIAA Aerospace Sciences Meeting, AIAA Paper No. 2008-0878. 2008. Reno, NV.
    • (2008) 46th AIAA Aerospace Sciences Meeting
    • Hanford, S.D.1    Janrathitikarn, O.2    Long, L.N.3
  • 9
    • 34548696790 scopus 로고    scopus 로고
    • [cited Dec. 31, 2007]; 5th:[Available from
    • Brain Facts: A PRIMER ON THE BRAIN AND NERVOUS SYSTEM. 2006 [cited Dec. 31, 2007]; 5th:[Available from: http://www.sfn.org/skins/main/pdf/brainfacts/ brainfacts.pdf.
    • (2006) Brain Facts: A Primer on the Brain and Nervous System
  • 12
    • 0025718412 scopus 로고
    • Distributed hierarchical processing in the primate cerebral cortex
    • Felleman, D.J. and D.C.V. Essen, Distributed Hierarchical Processing in the Primate Cerebral Cortex. Cerebral Cortex, 1991. 1(1): p. 1-47.
    • (1991) Cerebral Cortex , vol.1 , Issue.1 , pp. 1-47
    • Felleman, D.J.1    Essen, D.C.V.2
  • 14
    • 0014266913 scopus 로고
    • Receptive fields and functional architecture of monkey striate cortex
    • Hubel, D.H. and T.N. Wiesel, Receptive fields and functional architecture of monkey striate cortex. J. Physiol., 1968. 195: p. 215-243.
    • (1968) J. Physiol. , vol.195 , pp. 215-243
    • Hubel, D.H.1    Wiesel, T.N.2
  • 15
    • 0023583669 scopus 로고
    • An evaluation of the two-dimensional Gabor filter model of simple receptive fields in cat striate cortex
    • Jones, J.P. and L.A. Palmer, An evaluation of the two-dimensional Gabor filter model of simple receptive fields in cat striate cortex. Journal of Neurophysiology, 1987. 58: p. 1233-1258.
    • (1987) Journal of Neurophysiology , vol.58 , pp. 1233-1258
    • Jones, J.P.1    Palmer, L.A.2
  • 19
    • 0019397313 scopus 로고
    • Generalizing the Hough transform to detect arbitrary shapes
    • Ballard, D.H., Generalizing the Hough transform to detect arbitrary shapes. Pattern Recognition, 1981. 13(2).
    • (1981) Pattern Recognition , vol.13 , Issue.2
    • Ballard, D.H.1
  • 21
    • 0001974282 scopus 로고    scopus 로고
    • Gabor filter design for multiple texture segmentation
    • Weldon, T.P., W.E. Higgins, and D.F. Dunn, Gabor filter design for multiple texture segmentation. Optical Engineering, 1996. 35(10): p. 2852-2863.
    • (1996) Optical Engineering , vol.35 , Issue.10 , pp. 2852-2863
    • Weldon, T.P.1    Higgins, W.E.2    Dunn, D.F.3
  • 22
  • 24
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • Lowe, D.G., Distinctive image features from scale-invariant keypoints. International Journal of Computer Vision, 2004. 60(2): p. 91-110.
    • (2004) International Journal of Computer Vision , vol.60 , Issue.2 , pp. 91-110
    • Lowe, D.G.1
  • 25
    • 0002459895 scopus 로고    scopus 로고
    • Parametric appearance representation
    • Oxford University Press
    • Nayar, S.K., H. Murase, and S.A. Nene, Parametric appearance representation In Early Visual Learning. 1996: Oxford University Press.
    • (1996) Early Visual Learning
    • Nayar, S.K.1    Murase, H.2    Nene, S.A.3
  • 26
  • 27
    • 40649090632 scopus 로고    scopus 로고
    • Institute for Information and Computing Sciences, Utrecht University
    • Vreeken, J., Spiking neural networks, an introduction. 2002, Institute for Information and Computing Sciences, Utrecht University.
    • (2002) Spiking Neural Networks, an Introduction
    • Vreeken, J.1
  • 29
    • 0023846591 scopus 로고
    • Neocognitron: A hierarchical neural network capable of visual pattern recognition
    • Fukushima, K., Neocognitron: A Hierarchical Neural Network Capable of Visual Pattern Recognition. Neural Networks, 1988. 1: p. 119-130.
    • (1988) Neural Networks , vol.1 , pp. 119-130
    • Fukushima, K.1
  • 31
    • 35649001607 scopus 로고
    • A quantitative description of ion currents and its applications to conduction and excitation in nerve membranes
    • Hodgkin, A.L. and A.F. Huxley, A quantitative description of ion currents and its applications to conduction and excitation in nerve membranes. Journal of Physiology, 1952. 117: p. 500-544.
    • (1952) Journal of Physiology , vol.117 , pp. 500-544
    • Hodgkin, A.L.1    Huxley, A.F.2
  • 34
    • 0030117065 scopus 로고    scopus 로고
    • A new efficient algorithm for computational aeroacoustics on massively parallel computers
    • Ozyoruk, Y. and L.N. Long, A New Efficient Algorithm for Computational Aeroacoustics on Massively Parallel Computers. Journal of Computational Physics, 1996. 125(1): p. 135-149.
    • (1996) Journal of Computational Physics , vol.125 , Issue.1 , pp. 135-149
    • Ozyoruk, Y.1    Long, L.N.2
  • 35
    • 20144369542 scopus 로고    scopus 로고
    • A single-column thalamocortical network model exhibiting gamma oscillations, sleep spindles and epileptogenic bursts
    • Traub, R.D. and et al, A single-column thalamocortical network model exhibiting gamma oscillations, sleep spindles and epileptogenic bursts. Journal of Neurophysiology, 2005. 93(4): p. 2194-2232.
    • (2005) Journal of Neurophysiology , vol.93 , Issue.4 , pp. 2194-2232
    • Traub, R.D.A.1
  • 36
    • 78149457069 scopus 로고    scopus 로고
    • [cited Dec. 31, 2007]; Available from
    • GENESIS. [cited Dec. 31, 2007]; Available from: http://www.genesis-sim. org/.
    • GENESIS
  • 37
    • 35248866865 scopus 로고    scopus 로고
    • Simulation of networks of spiking neurons: A review of tools and strategies
    • Brette, R. and et al, Simulation of networks of spiking neurons: A review of tools and strategies. Journal of Computational Neuroscience, 2006. 23(3): p. 349-398.
    • (2006) Journal of Computational Neuroscience , vol.23 , Issue.3 , pp. 349-398
    • Brette, R.A.1
  • 38
    • 53849109519 scopus 로고    scopus 로고
    • [cited Dec. 31, 2007]; Available from
    • NeoCortical Simulator. [cited Dec. 31, 2007]; Available from: http://brain.unr.edu/ncsDocs/.
    • NeoCortical Simulator
  • 39
    • 78149452685 scopus 로고    scopus 로고
    • [cited Dec. 31, 2007]; Available from
    • NEST. [cited Dec. 31, 2007]; Available from: http://www.nest-initiative. uni-freiburg.de/.
    • NEST
  • 40
    • 78149418768 scopus 로고    scopus 로고
    • [cited Dec. 31, 2007]; Available from
    • SpikeNet. [cited Dec. 31, 2007]; Available from: http://www.sccn.ucsd. edu/~arno/spikenet/.
    • SpikeNet
  • 41
    • 78149437288 scopus 로고    scopus 로고
    • [cited Dec. 31, 2007]; Available from
    • NEURON. [cited Dec. 31, 2007]; Available from: http://www.neuron.yale. edu/neuron/.
    • NEURON
  • 42
    • 10944253651 scopus 로고    scopus 로고
    • Object-oriented unsteady vortex lattice method for flapping flight
    • Fritz, T.E. and L.N. Long, Object-Oriented Unsteady Vortex Lattice Method for Flapping Flight. Journal of Aircraft, 2004. 41(6).
    • (2004) Journal of Aircraft , vol.41 , Issue.6
    • Fritz, T.E.1    Long, L.N.2
  • 43
    • 78149437798 scopus 로고    scopus 로고
    • The direct simulation of detonations (Invited Paper)
    • (AIAA Paper No. 2006-4411)., AIAA: Sacramento, CA
    • O'Connor, P.D., L.N. Long, and J.B. Anderson, The Direct Simulation of Detonations (Invited Paper), in AIAA Joint Propulsion Conference (AIAA Paper No. 2006-4411). 2006, AIAA: Sacramento, CA.
    • (2006) AIAA Joint Propulsion Conference
    • O'Connor, P.D.1    Long, L.N.2    Anderson, J.B.3
  • 44
    • 38149064604 scopus 로고    scopus 로고
    • The critical need for software engineering education
    • Long, L.N., The Critical Need for Software Engineering Education. CrossTalk, 2008. 21(1): p. 6-10.
    • (2008) CrossTalk , vol.21 , Issue.1 , pp. 6-10
    • Long, L.N.1
  • 46
    • 0032535029 scopus 로고    scopus 로고
    • Synaptic modifications in cultured hippocampal neurons: Dependence on spike timing, synaptic strength, and postsynaptic cell type
    • Bi, G. and M. Poo, Synaptic Modifications in Cultured Hippocampal Neurons: Dependence on Spike Timing, Synaptic Strength, and Postsynaptic Cell Type. Journal of Neuroscience, 1998. 18(24): p. 10464-10472.
    • (1998) Journal of Neuroscience , vol.18 , Issue.24 , pp. 10464-10472
    • Bi, G.1    Poo, M.2
  • 47
    • 0033860923 scopus 로고    scopus 로고
    • Competitive Hebbian learning through spike-timing-dependent synaptic plasticity
    • Song, S., K.D. Miller, and L.F. Abbott, Competitive Hebbian learning through spike-timing-dependent synaptic plasticity. Nature Neuroscience, 2000. 3(9): p. 919-926.
    • (2000) Nature Neuroscience , vol.3 , Issue.9 , pp. 919-926
    • Song, S.1    Miller, K.D.2    Abbott, L.F.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.