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Research Article

Efficient temporal processing with biologically realistic dynamic synapses

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Pages 75-87 | Published online: 04 Aug 2009

References

  • Abbott L, Varela J, Sen K and Nelson S 1997 Synaptic depression and cortical gain control Science 275 220–4
  • Back A D and Tsoi AC 1993 A simplified gradient algorithm for IIR synapse multilayer perceptrons Neural Comput. 5 456–62
  • Buonomano D and Merzenich M 1995 Temporal information transformed into a spatial code by a neural network with realistic properties Science 267 1028–30
  • Chklovskii DB 1998 Binocular disparity and the pattern of ocular dominance stripes in primates Soc. Neurosci. Ab. 24 645
  • deCharms R and Merzenich M 1998 Optimizing sound features for cortical neurons Science 280 1439–43
  • Dobrunz L and Stevens CF 1999 Response of hippocampal synapses to natural stimulation patterns Neuron 22 157–66
  • Harris K and Stevens J 1989 Dendritic spinesofCA1 pyramical cellsinthe rat hippocampus: serial electron microscopy with reference to their biophyscial characteristics J. Neurosci. 9 2982–97
  • Hertz J, Krogh A and Palmer R 1991 Introduction to the Theory of Neural Computation(New York: Addison-Wesley)
  • Hopfield JJ 1982 Neural networks and physical systems with emergent collective computational abilities Proc. Natl Acad. Sci. USA 79 2554–8
  • Kowalski N, Depireux D and Shamma S 1996 Analysis of dynamic spectra in ferret primary auditory cortex. i. characteristics of single-unit responses to moving ripple spectra J. Neurophys. 76 3503–23
  • Liaw J-S and Berger T 1996 Dynamic synapse: a new concept of neural representation and computation Hippocampus 6 591–600
  • Little W and Shaw G 1975 A statistical theory of short and long term memory Behav. Biol. 14 115–33
  • Maass W and Sontag ED 2000 Neural systems as nonlinear filters Neural Comput. 12 1743–72
  • Maass W and Zador A 1999 Dynamic stochastic synapses as computational units Neural Comput. 11 903–17
  • Magleby K 1987 Short term synaptic plasticity Synaptic Functioned GM Edelman, WE Gall and WM Cowan (New York: Wiley)
  • Markram H, Lubke J, Frotscher M, Roth A and BS 1997 Physiology and anatomy of synaptic connections between thick tufted pyramidal neurones in the developing rat neocortex J. Physiol. 500 409–40
  • Markram H and Tsodyks M 1996 Redistribution of synaptic efficacy between neocortical pyramidal neurons Nature 382 807–10
  • Markram H, Wang Y and Tsodyks M 1998 Differential signaling via the same axon of neocortical pyramidal neurons Proc. Natl Acad. Sci. USA 95 5323–8
  • Natschla¨ger T 1999 Efficient computation in networks of spiking neurons—simulations and theory PhD ThesisGraz University of Technology
  • NeuroCOLT2 Technical Report 1999-050webpage www.neurocolt.com
  • PressWH,TeukolskySA,VetterlingWTand Flannery BP(ed) 1992Numerical Recipes in C(Cambridge: Cambridge University Press) pp 394–455 chapter 10
  • Reid R, Victor J and Shapley R 1997 The use of m-sequences in the analysis of visual neurons: linear receptive field properties Vis. Neurosci. 14 1015–27
  • Rieke F, Warland D, de Ruyter van Steveninck R and Bialek W 1997 Spikes: Exploring the Neural Code(Cambridge, aMA: MIT Press)
  • Schetzen M 1980 The Volterra and Wiener Theories of Nonlinear Systems(New York: Wiley)
  • Sejnowski TJ 1977 Statistical constraints on synaptic plasticity J. Theor. Biol. 69 385–9
  • Selig D, Nicoll R and Malenka R 1999 Hippocampal long-term potentiation preserves the fidelity of postsynaptic responses to presynaptic bursts J. Neurosci. 19 1236–46
  • Tsodyks M, Pawelzik K and Markram H 1998 Neural networks with dynamic synapses Neural Comput. 10 821–35
  • Zador A and Dobrunz L 1997 Dynamic synapses in the cortex Neuron 19 1–4

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