메뉴 건너뛰기




Volumn 49, Issue 10, 2010, Pages

Acceleration of spiking neural network based pattern recognition on NVIDIA graphics processors

Author keywords

[No Author keywords available]

Indexed keywords

CHARACTER RECOGNITION; COMPUTER GRAPHICS; GERMANIUM; GRAPHICS PROCESSING UNIT; IMAGE CODING; LARGE SCALE SYSTEMS; NEURAL NETWORKS; PATTERN RECOGNITION;

EID: 77954046589     PISSN: 1559128X     EISSN: 15394522     Source Type: Journal    
DOI: 10.1364/AO.49.000B83     Document Type: Article
Times cited : (24)

References (23)
  • 1
    • 4344661328 scopus 로고    scopus 로고
    • Which model to use for cortical spiking neurons?
    • E. Izhikevich, "Which model to use for cortical spiking neurons?", IEEE Trans. Neural Networks 15, 1063-1070 (2004).
    • (2004) IEEE Trans. Neural Networks , vol.15 , pp. 1063-1070
    • Izhikevich, E.1
  • 3
    • 31444442519 scopus 로고    scopus 로고
    • The Blue Brain Project
    • DOI 10.1038/nrn1848, PII NRN1848
    • H. Markram, "The blue brain project", Nat. Rev. Neurosci. 7, 153-160 (2006). (Pubitemid 43151601)
    • (2006) Nature Reviews Neuroscience , vol.7 , Issue.2 , pp. 153-160
    • Markram, H.1
  • 4
    • 0346365195 scopus 로고    scopus 로고
    • SpikeNET: An event-driven simulation package for modelling large networks of spiking neurons
    • Nov
    • A. Delorme and S. J. Thorpe, "SpikeNET: an event-driven simulation package for modelling large networks of spiking neurons", Network Comput. Neural Syst. 14, 613-627 (Nov. 2003).
    • (2003) Network Comput. Neural Syst , vol.14 , pp. 613-627
    • Delorme, A.1    Thorpe, S.J.2
  • 5
    • 5344240347 scopus 로고    scopus 로고
    • Spike time dependent plasticity of neural circuits
    • Y. Dan and M. Poo, "Spike time dependent plasticity of neural circuits", Neuron, 44, 23-30 (2004).
    • (2004) Neuron , vol.44 , pp. 23-30
    • Dan, Y.1    Poo, M.2
  • 7
    • 35649001607 scopus 로고
    • A quantitative description of membrane current and application to conduction and excitation in nerve
    • A. L. Hodgkin and A. F. Huxley, "A quantitative description of membrane current and application to conduction and excitation in nerve", J. Physiol. 117, 500-544 (1952).
    • (1952) J. Physiol. , vol.117 , pp. 500-544
    • Hodgkin, A.L.1    Huxley, A.F.2
  • 8
    • 0742268989 scopus 로고    scopus 로고
    • Simple model of spiking neurons
    • E. M. Izhikevich, "Simple Model of Spiking Neurons", IEEE Trans. Neural Networks 14, 1569-1572 (2003).
    • (2003) IEEE Trans. Neural Networks , vol.14 , pp. 1569-1572
    • Izhikevich, E.M.1
  • 9
    • 84893943828 scopus 로고    scopus 로고
    • GeForce 9800 GX2 Specifications
    • GeForce 9800 GX2 Specifications, http://www.nvidia.com/object/product- geforce-9800-gx2-us.html
  • 10
    • 84893935613 scopus 로고    scopus 로고
    • Tesla C1060 Specifications
    • Tesla C1060 Specifications, http://www.nvidia.com/object/product-tesla- c1060-us.html
  • 11
    • 33845642736 scopus 로고    scopus 로고
    • Towards cortex sized artificial neural systems
    • C. Johansson and A. Lansner, "Towards cortex sized artificial neural systems", Neural Networks 20, 48-61 (2007).
    • (2007) Neural Networks , vol.20 , pp. 48-61
    • Johansson, C.1    Lansner, A.2
  • 12
    • 51749104271 scopus 로고    scopus 로고
    • Spatial-temporal artificial neurons applied to online cursive handwritten character recognition
    • d-side
    • A. R. Baig, "Spatial-temporal artificial neurons applied to online cursive handwritten character recognition", in European Symposium on Artificial Neural Networks (d-side, 2004), pp. 561-566.
    • (2004) European Symposium on Artificial Neural Networks , pp. 561-566
    • Baig, A.R.1
  • 14
    • 32944461488 scopus 로고    scopus 로고
    • Temporal sequence detection with spiking neurons: Towards recognizing robot language instructions
    • C. Panchev and S. Wermter, "Temporal sequence detection with spiking neurons: towards recognizing robot language instructions", Connect. Sci. 18, 1-22 (2006).
    • (2006) Connect. Sci. , vol.18 , pp. 1-22
    • Panchev, C.1    Wermter, S.2
  • 15
    • 0032611673 scopus 로고    scopus 로고
    • A neural network model of temporal code generation and position invariant pattern recognition
    • D. V. Buonomano and M. M. Merzenich, "A neural network model of temporal code generation and position invariant pattern recognition", Neural Comput. 11, 103-116 (1999).
    • (1999) Neural Comput , vol.11 , pp. 103-116
    • Buonomano, D.V.1    Merzenich, M.M.2
  • 17
    • 84893909581 scopus 로고    scopus 로고
    • K-Team, Inc.; available online at
    • K-Team, Inc.; available online at http://www.k-team.com/.
  • 18
    • 0000208310 scopus 로고
    • Branching dendritic trees and motoneuron membrane resistivity
    • W. Rall, "Branching dendritic trees and motoneuron membrane resistivity", Exp. Neurol. 1, 491-527 (1959).
    • (1959) Exp. Neurol. , vol.1 , pp. 491-527
    • Rall, W.1
  • 21
    • 68149182671 scopus 로고    scopus 로고
    • A configurable simulation environment for the efficient simulation of large-scale spiking neural networks on graphics processors
    • J. M. Nageswarana, N. Dutt, J. L. Krichmar, A. Nicolau, and A. V. Veidenbauma, "A configurable simulation environment for the efficient simulation of large-scale spiking neural networks on graphics processors", Neural Networks 22, 791-800 (2009).
    • (2009) Neural Networks , vol.22 , pp. 791-800
    • Nageswarana, J.M.1    Dutt, N.2    Krichmar, J.L.3    Nicolau, A.4    Veidenbauma, A.V.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.