메뉴 건너뛰기




Volumn 5, Issue 3, 2011, Pages 301-309

A case for spiking neural network simulation based on configurable multiple-FPGA systems

Author keywords

Configurable; FPGA; Spiking neural network; Visual cortex

Indexed keywords

ARTICLE; COMPUTER SIMULATION; FIELD PROGRAMMABLE GATE ARRAY; INTEGRATED CIRCUIT; NERVE CELL NETWORK; ORIENTATION; POSITIVE FEEDBACK; SCIENTIST; VISUAL CORTEX;

EID: 81355148835     PISSN: 18714080     EISSN: 18714099     Source Type: Journal    
DOI: 10.1007/s11571-011-9170-0     Document Type: Article
Times cited : (6)

References (27)
  • 1
    • 39649110473 scopus 로고    scopus 로고
    • Dynamic and partial FPGA exploitation
    • Becker J et al (2007) Dynamic and partial FPGA exploitation. Proceeding of the IEEE 95:438-452
    • (2007) Proceeding of the IEEE , vol.95 , pp. 438-452
    • Becker, J.1
  • 2
    • 33745712258 scopus 로고    scopus 로고
    • A review of the integrate-and-fire neuron model: I. Homogeneous synaptic input
    • DOI 10.1007/s00422-006-0068-6
    • Burkitt AN (2006) A review of the integrate-and-fire neuron model: I. Homogeneous synaptic input. Bio Cybern 95:1-19 (Pubitemid 43999784)
    • (2006) Biological Cybernetics , vol.95 , Issue.1 , pp. 1-19
    • Burkitt, A.N.1
  • 3
    • 0035989189 scopus 로고    scopus 로고
    • A dynamically coupled neural oscillator network for image segmentation
    • DOI 10.1016/S0893-6080(02)00028-X, PII S089360800200028X
    • Chen K, Wang DL (2002) A dynamically coupled neural oscillator network for image segmentation. Neural Network 15:423-439 (Pubitemid 34518409)
    • (2002) Neural Networks , vol.15 , Issue.3 , pp. 423-439
    • Chen, K.1    Wang, D.2
  • 7
    • 33847750776 scopus 로고    scopus 로고
    • Massively distributed digital implementation of an integrate-and-fire LEGION network for visual scene segmentation
    • Girau B, Torres-Huitzil C (2007) Massively distributed digital implementation of an integrate-and-fire LEGION network for visual scene segmentation. Neurocomputing 70:54-67
    • (2007) Neurocomputing , vol.70 , pp. 54-67
    • Girau, B.1    Torres-Huitzil, C.2
  • 9
    • 70349253937 scopus 로고    scopus 로고
    • CAVIAR: A 45 k neuron, 5 M synapse, 12G connects AER hardware sensory-processing-learning actuating system for high-speed visual object recognition and tracking
    • Gotarredona S et al (2009) CAVIAR: a 45 k neuron, 5 M synapse, 12G connects AER hardware sensory-processing-learning actuating system for high-speed visual object recognition and tracking. Trans Neur Netw 20(9):115-128
    • (2009) Trans Neur Netw , vol.20 , Issue.9 , pp. 115-128
    • Gotarredona, S.1
  • 10
    • 35649001607 scopus 로고
    • A quantitative description of membrane current and its application to conduction and excitation in never
    • Hodgkin AL, Huxley AF (1952) A quantitative description of membrane current and its application to conduction and excitation in never. J Physiol 117:500-544
    • (1952) J Physiol , vol.117 , pp. 500-544
    • Hodgkin, A.L.1    Huxley, A.F.2
  • 11
    • 33645410496 scopus 로고
    • Receptive fields, binocular interaction and functional architecture in the cat's visual cortex
    • Hubel D, Wiesel T (1962) Receptive fields, binocular interaction and functional architecture in the cat's visual cortex. J Physiol (London) 160:106-154
    • (1962) J Physiol (London) , vol.160 , pp. 106-154
    • Hubel, D.1    Wiesel, T.2
  • 13
    • 81355145061 scopus 로고    scopus 로고
    • Statistical structure of lateral connections in the primate visual cortex
    • Hunt JJ et al (2011) Statistical structure of lateral connections in the primate visual cortex. Neural Syst Circuits 1:3
    • (2011) Neural Syst Circuits , vol.1 , pp. 3
    • Hunt, J.J.1
  • 14
    • 0742268989 scopus 로고    scopus 로고
    • Simple model of spiking neurons
    • Izhikevich E (2003) Simple model of spiking neurons. IEEE Trans. Neural Networks 14:1569-1572
    • (2003) IEEE Trans. Neural Networks , vol.14 , pp. 1569-1572
    • Izhikevich, E.1
  • 16
    • 77957685289 scopus 로고    scopus 로고
    • A FPGA real-time model of single and multiple visual cortex neurons
    • Li G et al (2010) A FPGA real-time model of single and multiple visual cortex neurons. J Neurosci Methods 193:62-66
    • (2010) J Neurosci Methods , vol.193 , pp. 62-66
    • Li, G.1
  • 17
    • 0028081397 scopus 로고
    • Ocular dominance column development: Strabismus changes the spacing of adjacent columns in cat visual cortex
    • Löwel S (1994) Ocular dominance column development: strabismus changes the spacing of adjacent columns in cat visual cortex. J Neurosci 14:7451-7468 (Pubitemid 24379754)
    • (1994) Journal of Neuroscience , vol.14 , Issue.12 , pp. 7451-7468
    • Lowel, S.1
  • 19
    • 85194749493 scopus 로고    scopus 로고
    • (eds) (2006) FPGA Implementations of neural networks. Springer, London
    • Neuron Software Simulator Tool (2010) http://www.neurosolutions.com/ products/ns/ Omondi AR (eds) (2006) FPGA Implementations of neural networks. Springer, London
    • (2010) Neuron Software Simulator Tool
    • Omondi, A.R.1
  • 22
    • 85194696727 scopus 로고    scopus 로고
    • Engineering-approach accelerates computational understanding of V1-V2 neural properties, 7, 2008
    • 2009 March; 3(1): 1-8
    • Satoh S, Usui S (2008) Engineering-approach accelerates computational understanding of V1-V2 neural properties, 7, 2008. 11(7):1959-1979; Cogn Neurodyn. 2009 March; 3(1):1-8
    • (2008) Cogn Neurodyn , vol.11 , Issue.7 , pp. 1959-1979
    • Satoh, S.1    Usui, S.2
  • 24
    • 0003953928 scopus 로고
    • (eds). Sinauer Associates Inc, Sunderland, MA
    • Wandell BA (eds) (1995) Foundations of vision. Sinauer Associates Inc, Sunderland, MA
    • (1995) Foundations of Vision
    • Wandell, B.A.1
  • 26
    • 77949343057 scopus 로고    scopus 로고
    • Reconfigurable acceleration of neural models with gap junctions
    • Wildie M et al (2009) Reconfigurable acceleration of neural models with gap junctions. In: Proceeding of field-programmable technology
    • (2009) Proceeding of Field-Programmable Technology
    • Wildie, M.1
  • 27
    • 0025945082 scopus 로고
    • A detailed model of the primary visual pathway in the cat: Comparison of afferent excitatory and intracortical inhibitory connection schemes for orientation selectivity
    • Wörgötter F, Koch C (1991) A detailed model of the primary visual pathway in the cat: comparison of afferent excitatory and intracortical inhibitory connection schemes for orientation selectivity. J Neurosci 11(7):1959-1979
    • (1991) J Neurosci , vol.11 , Issue.7 , pp. 1959-1979
    • Wörgötter, F.1    Koch, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.