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Volumn 35, Issue , 2006, Pages 171-197

Learning mechanisms in networks of spiking neurons

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EID: 33751007271     PISSN: 1860949X     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-540-36122-0_7     Document Type: Article
Times cited : (20)

References (42)
  • 2
    • 0031472340 scopus 로고    scopus 로고
    • Networks of spiking neurons: The third generation of neural network models
    • Maass, W.: Networks of spiking neurons: The third generation of neural network models. Neural Networks. 10(9): (1997) 1659-1671
    • (1997) Neural Networks , vol.10 , Issue.9 , pp. 1659-1671
    • Maass, W.1
  • 3
    • 35649001607 scopus 로고
    • A quantitative description of membrane current and its application to conduction and excitation in nerve
    • Hodgkin, A. and Huxley, A.: A quantitative description of membrane current and its application to conduction and excitation in nerve. Journal of Physiology. (London) Vol. 117, (1952) 500-544
    • (1952) Journal of Physiology (London) , vol.117 , pp. 500-544
    • Hodgkin, A.1    Huxley, A.2
  • 7
    • 0036826068 scopus 로고    scopus 로고
    • SpikeProp: Error-Backpropagation for Networks of Spiking Neurons
    • Bohte, S.M., Kok, J.N. and Poutré, H.L.: SpikeProp: Error-Backpropagation for Networks of Spiking Neurons. Neurocomputing. 48(1-4) (2002) 17-37
    • (2002) Neurocomputing , vol.48 , Issue.1-4 , pp. 17-37
    • Bohte, S.M.1    Kok, J.N.2    Poutré, H.L.3
  • 10
    • 0036609177 scopus 로고    scopus 로고
    • Invariant Recognition of Spatio-Temporal Patterns in The Olfactory System Model
    • Kluwer Academic Publishers. Printed in the Netherlands
    • Lysetskiy, M., Ozowski, A., and Zurada, J.M.: Invariant Recognition of Spatio-Temporal Patterns in The Olfactory System Model, Neural Processing Letters. 15:225-234, Kluwer Academic Publishers. Printed in the Netherlands, 2002
    • (2002) Neural Processing Letters , vol.15 , pp. 225-234
    • Lysetskiy, M.1    Ozowski, A.2    Zurada, J.M.3
  • 11
    • 0344541987 scopus 로고    scopus 로고
    • Self-organization and segmentation in a laterally connected orientation map of spiking neurons
    • Choe, Y. and Miikulainen, R.: Self-organization and segmentation in a laterally connected orientation map of spiking neurons. Neurocomputing. 21 (1998) 139-157
    • (1998) Neurocomputing , vol.21 , pp. 139-157
    • Choe, Y.1    Miikulainen, R.2
  • 12
    • 0031110959 scopus 로고    scopus 로고
    • Topographic receptive fields and patterned lateral interaction in a selforganizing model of the primary visual cortex
    • Sirosh, J., and Miikkulainen, R.: Topographic receptive fields and patterned lateral interaction in a selforganizing model of the primary visual cortex. Neural Computation. 9 (1997) 577-594
    • (1997) Neural Computation , vol.9 , pp. 577-594
    • Sirosh, J.1    Miikkulainen, R.2
  • 13
    • 0033592687 scopus 로고    scopus 로고
    • Distributed synaptic modification in neural networks induced by patterned stimulation
    • Bi, G.Q., and Poo, M.M.: Distributed synaptic modification in neural networks induced by patterned stimulation. Nature, 401 (1999) 792-796
    • (1999) Nature , vol.401 , pp. 792-796
    • Bi, G.Q.1    Poo, M.M.2
  • 14
    • 0032535029 scopus 로고    scopus 로고
    • Synaptic modifications in cultured hippocampal neurons: Dependence on spike timing, synaptic strength, and postsynaptic cell type
    • Bi, G.Q., and Poo, M.M.: Synaptic modifications in cultured hippocampal neurons: Dependence on spike timing, synaptic strength, and postsynaptic cell type. Journal of Neuroscience. 18 (1998) 10464-10472
    • (1998) Journal of Neuroscience , vol.18 , pp. 10464-10472
    • Bi, G.Q.1    Poo, M.M.2
  • 16
    • 0034551719 scopus 로고    scopus 로고
    • Stable Hebbian Learning from Spike Timing-Dependent Plasticity
    • Rossum, M.C.W., Bi, G.Q., and Turrigiano, G.G.: Stable Hebbian Learning from Spike Timing-Dependent Plasticity. The Journal of Neuroscience. 20 (23) (2000) 8812-8821
    • (2000) The Journal of Neuroscience , vol.20 , Issue.23 , pp. 8812-8821
    • Rossum, M.C.W.1    Bi, G.Q.2    Turrigiano, G.G.3
  • 17
    • 33750985168 scopus 로고    scopus 로고
    • Neuron; Software download website
    • Neuron Software download website: http://neuron.duke.edu/
  • 19
    • 10844286754 scopus 로고    scopus 로고
    • Simulation of High-Conductance States in Cortical Neural Networks
    • Masters thesis, University of Heidelberg, HDKIP-03-22
    • Müller, E.: Simulation of High-Conductance States in Cortical Neural Networks. Masters thesis, University of Heidelberg, HDKIP-03-22, (2003)
    • (2003)
    • Müller, E.1
  • 22
    • 33750998593 scopus 로고    scopus 로고
    • SenseMaker Project (IST-2001-34712) funded by the European Union under the "Information Society Technologies" Programme
    • SenseMaker Project (IST-2001-34712) funded by the European Union under the "Information Society Technologies" Programme (2002-2006)
    • (2002)
  • 23
    • 0033860923 scopus 로고    scopus 로고
    • Competitive Hebbian learning though spike-timing dependent synaptic plasticity
    • Song, S., Miller, K.D., and Abbott, L.F.: Competitive Hebbian learning though spike-timing dependent synaptic plasticity. Nature Neuroscience, 3 (2000) 919-926
    • (2000) Nature Neuroscience , vol.3 , pp. 919-926
    • Song, S.1    Miller, K.D.2    Abbott, L.F.3
  • 24
    • 0035950280 scopus 로고    scopus 로고
    • Column and Map Development and Cortical Re-Mapping Through Spike-Timing Dependent Plasticity
    • Song, S., and Abbott, L.F.: Column and Map Development and Cortical Re-Mapping Through Spike-Timing Dependent Plasticity. Neuron, 32 (2001) 339-350
    • (2001) Neuron , vol.32 , pp. 339-350
    • Song, S.1    Abbott, L.F.2
  • 25
    • 0034932944 scopus 로고    scopus 로고
    • Efficient computation and cue integration with noisy population codes
    • Deneve S., Latham P. E. and Pouget A.: Efficient computation and cue integration with noisy population codes, Nature Neuroscience, 4 (2001) 826-831
    • (2001) Nature Neuroscience , vol.4 , pp. 826-831
    • Deneve, S.1    Latham, P.E.2    Pouget, A.3
  • 26
    • 0346786367 scopus 로고    scopus 로고
    • Persistence of visual-tactile enhancement in humans
    • Elsevier Science Ltd
    • Marisa T.C., Kennett, S., and Haggard, P.: Persistence of visual-tactile enhancement in humans. Neuroscience Letters. Elsevier Science Ltd, 354(1)(2004) 22-25
    • (2004) Neuroscience Letters , vol.354 , Issue.1 , pp. 22-25
    • Marisa, T.C.1    Kennett, S.2    Haggard, P.3
  • 27
    • 0642279770 scopus 로고    scopus 로고
    • Experience-dependent visual cue recalibration based on discrepancies between visual and haptic percepts
    • Atkins, J. E., Jacobs, R.A., and Knill, D.C.: Experience-dependent visual cue recalibration based on discrepancies between visual and haptic percepts. Vision Research. 43(25) (2003) 2603-2613
    • (2003) Vision Research , vol.43 , Issue.25 , pp. 2603-2613
    • Atkins, J.E.1    Jacobs, R.A.2    Knill, D.C.3
  • 29
    • 0033800919 scopus 로고    scopus 로고
    • An event-related brain potential study of crossmodal links in spatial attention between vision and touch
    • Eimer M., Driver, J.: An event-related brain potential study of crossmodal links in spatial attention between vision and touch. Psychophysiology. 37 (2000) 697-705
    • (2000) Psychophysiology , vol.37 , pp. 697-705
    • Eimer, M.1    Driver, J.2
  • 30
    • 0002993998 scopus 로고
    • The representation of extrapersonal space: A possible role for bimodal, visual-tactile neurons
    • in: M.S. Gazzaniga (Ed.), MIT Press, Cambridge, MA
    • Graziano, M.S.A., and Gross, C.G.: The representation of extrapersonal space: A possible role for bimodal, visual-tactile neurons, in: M.S. Gazzaniga (Ed.), The Cognitive Neurosciences, MIT Press, Cambridge, MA, (1994) 1021-1034
    • (1994) The Cognitive Neurosciences , pp. 1021-1034
    • Graziano, M.S.A.1    Gross, C.G.2
  • 31
    • 0034663001 scopus 로고    scopus 로고
    • Visuo-tactile cross-modal associations in cortical somatosensory cells
    • Zhou, Y.D., and Fuster, J.M.: Visuo-tactile cross-modal associations in cortical somatosensory cells. Proc. National Academy of Sciences, USA. 97 (2000) 9777-9782
    • (2000) Proc. National Academy of Sciences, USA , vol.97 , pp. 9777-9782
    • Zhou, Y.D.1    Fuster, J.M.2
  • 32
    • 0036899618 scopus 로고    scopus 로고
    • Effects of a cross-modal manipulation of attention on somatosensory cortical neuronal responses to tactile stimuli in the monkey
    • Meftah, E.M., and Shenasa, J.: Chapman, C.E., Effects of a cross-modal manipulation of attention on somatosensory cortical neuronal responses to tactile stimuli in the monkey. Journal of Neurophysiology. 88 (2002) 3133-3149
    • (2002) Journal of Neurophysiology , vol.88 , pp. 3133-3149
    • Meftah, E.M.1    Shenasa, J.2    Chapman, C.E.3
  • 33
    • 0035822682 scopus 로고    scopus 로고
    • Noninformative vision improves the spatial resolution of touch in humans
    • Kennett, S., Taylor-Clarke, M., and Haggard, P.: Noninformative vision improves the spatial resolution of touch in humans. Current Biology. 11 (2001) 1188-1191
    • (2001) Current Biology , vol.11 , pp. 1188-1191
    • Kennett, S.1    Taylor-Clarke, M.2    Haggard, P.3
  • 34
    • 0023154439 scopus 로고
    • Signals in tactile afferents from the fingers eliciting adaptive motor-responses during precision grip
    • Johansson, R.S., and Westling, G.: Signals in tactile afferents from the fingers eliciting adaptive motor-responses during precision grip. Experimental Brain Research. 66 (1987) 141-154
    • (1987) Experimental Brain Research , vol.66 , pp. 141-154
    • Johansson, R.S.1    Westling, G.2
  • 35
    • 0036282860 scopus 로고    scopus 로고
    • Spatial coding of visual and somatic sensory information in body-centred coordinates
    • Blackwell Publishing
    • Galati, G., Committeri, G., Sanes J.N., and Pizzamiglio L.: Spatial coding of visual and somatic sensory information in body-centred coordinates. European Journal of Neuroscience. Blackwell Publishing. 14(4) (2001) 737-748
    • (2001) European Journal of Neuroscience , vol.14 , Issue.4 , pp. 737-748
    • Galati, G.1    Committeri, G.2    Sanes, J.N.3    Pizzamiglio, L.4
  • 37
    • 84970460462 scopus 로고
    • Multiple representations of space in the brain
    • Gross, C.G., and Graziano, M.S.A.: Multiple representations of space in the brain. Neuroscientist, 1 (1995) 43-50
    • (1995) Neuroscientist , vol.1 , pp. 43-50
    • Gross, C.G.1    Graziano, M.S.A.2
  • 39
    • 0037022123 scopus 로고    scopus 로고
    • Vision modulates somatosensory cortical processing
    • Taylor-Clarke M., Kennett S., and Haggard P.: Vision modulates somatosensory cortical processing. Current Biology. 12 (2002) 233-236
    • (2002) Current Biology , vol.12 , pp. 233-236
    • Taylor-Clarke, M.1    Kennett, S.2    Haggard, P.3
  • 40
    • 0030176386 scopus 로고    scopus 로고
    • Attention-induced neuronal activity in the monkey somatosensory cortex revealed by pupillometrics
    • Iriki, A., Tanaka, M., and Iwamura, Y.: Attention-induced neuronal activity in the monkey somatosensory cortex revealed by pupillometrics. Neuroscience Research. 25 (1996) 173-181
    • (1996) Neuroscience Research , vol.25 , pp. 173-181
    • Iriki, A.1    Tanaka, M.2    Iwamura, Y.3
  • 41
    • 0034766266 scopus 로고    scopus 로고
    • Spike-based strategies for rapid processing
    • Thorpe, S., Delorme A. and Rullen, R.V.: Spike-based strategies for rapid processing. Neural Networks.14(6-7) (2001) 715-725
    • (2001) Neural Networks , vol.14 , Issue.6-7 , pp. 715-725
    • Thorpe, S.1    Delorme, A.2    Rullen, R.V.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.