Messages in Spike Timing-Dependent Plasticity: Pros and Cons

10.4077/CJP.2010.AMM035

Daisuke Ishikawa；Yuji Ikegaya

synaptic plasticity ； hippocampus ； neocortex

The Chinese Journal of Physiology

53卷6期（2010 / 12 / 01）

359 - 363

英文

Spike-timing dependent plasticity (STDP), a synaptic modification depending on a relative timing of presynaptic and postsynaptic spikes, has fascinated researchers in the fields of neurophysiology and computational neuroscience, because it is not only conceptually simple or biologically reasonable but is also versatile in neural network simulations. The STDP rule may be valid only under specific conditions, however. We propose herein a method that could find more natural and potent rules of synaptic plasticity.

1. Abbott, L. F.,Nelson, S. B.(2000).Synaptic plasticity: taming the beast.Nat. Neurosci.,3,1178-1183.
2. Bains, J. S.,Longacher, J. M.,Staley, K. J.(1999).Reciprocal interactions between CA3 network activity and strength of recurrent collateral synapses.Nat. Neurosci.,2,720-726.
3. Behrens, C. J.,van den Boom, L. P.,de Hoz, L.,Friedman, A.,Heinemann, U.(2005).Induction of sharp wave-ripple complexes in vitro and reorganization of hippocampal networks.Nat. Neurosci.,8,1560-1567.
4. Bi, G. Q.,Poo, M. M.(1998).Synaptic modifications in cultured hippocampal neurons: dependence on spike timing, synaptic strength, and postsynaptic cell type.J. Neurosci.,18,10464-10472.
5. Caporale, N.,Dan, Y.(2008).Spike timing-dependent plasticity: a Hebbian learning rule.Annu. Rev. Neurosci.,31,25-46.
6. Couey, J. J.,Meredith, R. M.,Spijker, S.,Poorthuis, R. B.,Smit, A. B.,Brussaard, A. B.,Mansvelder, H. D.(2007).Distributed network actions by nicotine increase the threshold for spike-timing-dependent plasticity in prefrontal cortex.Neuron,54,73-87.
7. Dan, Y.,Poo, M. M.(2006).Spike timing-dependent plasticity: from synapse to perception.Physiol. Rev.,86,1033-1048.
8. Dan, Y.,Poo, M. M.(2004).Spike timing-dependent plasticity of neural circuits.Neuron,44,23-30.
9. Drew, P. J.,Abbott, L. F.(2006).Extending the effects of spike-timingdependent plasticity to behavioral timescales.Proc. Natl. Acad. Sci. U.S.A.,103,8876-8881.
10. Engert, F.,Tao, H. W.,Zhang, L. I.,Poo, M. M.(2002).Moving visual stimuli rapidly induce direction sensitivity of developing tectal neurons.Nature,419,470-475.
11. Froemke, R. C.,Dan, Y.(2002).Spike-timing-dependent synaptic modification induced by natural spike trains.Nature,416,433-438.
12. Froemke, R. C.,Poo, M. M.,Dan, Y.(2005).Spike-timing-dependent synaptic plasticity depends on dendritic location.Nature,434,221-225.
13. Fu, Y. X.,Djupsund, K.,Gao, H.,Hayden, B.,Shen, K.,Dan, Y.(2002).Temporal specificity in the cortical plasticity of visual space representation.Science,296,1999-2003.
14. Ganguly, K.,Kiss, L.,Poo, M. M.(2000).Enhancement of presynaptic neuronal excitability by correlated presynaptic and postsynaptic spiking.Nat. Neurosci.,3,1018-1026.
15. Goutagny, R.,Jackson, J.,Williams, S.(2009).Self-generated theta oscillations in the hippocampus.Nat. Neurosci.,12,1491-1493.
16. Hu, B.,Karnup, S.,Zhou, L.,Stelzer, A.(2005).Reversal of hippocampal LTP by spontaneous seizure-like activity: role of group I mGluR and cell depolarization.J. Neurophysiol.,93,316-336.
17. Ikegaya, Y.,Aaron, G.,Cossart, R.,Aronov, D.,Lampl, I.,Ferster, D.,Yuste, R.(2004).Synfire chains and cortical songs: temporal modules of cortical activity.Science,304,559-564.
18. Ivenshitz, M.,Segal, M.(2006).Simultaneous NMDA-dependent longterm potentiation of EPSCs and long-term depression of IPSCs in cultured rat hippocampal neurons.J. Neurosci.,26,1199-1210.
19. Kirov, S. A.,Sorra, K. E.,Harris, K. M.(1999).Slices have more synapses than perfusion-fixed hippocampus from both young and mature rats.J. Neurosci.,19,2876-2886.
20. Kwag, J.,Paulsen, O.(2009).The timing of external input controls the sign of plasticity at local synapses.Nat. Neurosci.,12,1219-1221.
21. Le Bé, J. V.,Markram, H.(2006).Spontaneous and evoked synaptic rewiring in the neonatal neocortex.Proc. Natl. Acad. Sci. U.S.A.,103,13214-13219.
22. Lee, A. K.,Manns, I. D.,Sakmann, B.,Brecht, M.(2006).Whole-cell recordings in freely moving rats.Neuron,51,399-407.
23. Letzkus, J. J.,Kampa, B. M.,Stuart, G. J.(2006).Learning rules for spike timing-dependent plasticity depend on dendritic synapse location.J. Neurosci.,26,10420-10429.
24. Li, C. Y.,Lu, J. T.,Wu, C. P.,Duan, S. M.,Poo, M. M.(2004).Bidirectional modification of presynaptic neuronal excitability accompanying spike timing-dependent synaptic plasticity.Neuron,41,257-268.
25. Luczak, A.,Barthó, P.,Harris, K. D.(2009).Spontaneous events outline the realm of possible sensory responses in neocortical populations.Neuron,62,413-425.
26. Mao, B. Q.,Hamzei-Sichani, F.,Aronov, D.,Froemke, R. C.,Yuste, R.(2001).Dynamics of spontaneous activity in neocortical slices.Neuron,32,883-898.
27. Markram, H.,Lübke, J.,Frotscher, M.,Sakmann, B.(1997).Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs.Science,275,213-215.
28. Mateo, C.,Avermann, M.,Aronoff, R.,Zhang, F.,Deisseroth, K.,Petersen, C. C. H.(2009).Optogenetic probing of cortical synaptic circuits measured through in vivo whole-cell recordings in the mouse barrel cortex (Abstract).The 38th Annual Meeting of Society for Neuroscience,Chicago, USA:
29. Mehta, M. R.,Barnes, C. A.,McNaughton, B. L.(1997).Experiencedependent, asymmetric expansion of hippocampal place fields.Proc. Natl. Acad. Sci. U.S.A.,94,8918-8921.
30. Minerbi, A.,Kahana, R.,Goldfeld, L.,Kaufman, M.,Marom, S.,Ziv, N. E.(2009).Long-term relationships between synaptic tenacity, synaptic remodeling, and network activity.PLoS Biol.,7,e1000136.
31. Mu, Y.,Poo, M. M.(2006).Spike timing-dependent LTP/LTD mediates visual experience-dependent plasticity in a developing retinotectal system.Neuron,50,115-125.
32. Pawlak, V.,Kerr, J. N.(2008).Dopamine receptor activation is required for corticostriatal spike-timing-dependent plasticity.J. Neurosci.,28,2435-2446.
33. Rao, R. P.,Sejnowski, T. J.(2001).Spike-timing-dependent Hebbian plasticity as temporal difference learning.Neural Comput.,13,2221-2237.
34. Sasaki, T.,Matsuki, N.,Ikegaya, Y.(2007).Metastability of active CA3 networks.J. Neurosci.,27,517-528.
35. Shadlen, M. N.,Newsome, W. T.(1994).Noise, neural codes and cortical organization.Curr. Opin. Neurobiol.,4,569-579.
36. Sjöström, P. J.,Turrigiano, G. G.,Nelson, S. B.(2001).Rate, timing, and cooperativity jointly determine cortical synaptic plasticity.Neuron,32,1149-1164.
37. Sjöström, P. J.,Turrigiano, G. G.,Nelson, S. B.(2004).Endocannabinoiddependent neocortical layer-5 LTD in the absence of postsynaptic spiking.J. Neurophysiol.,92,3338-3343.
38. Song, S.,Miller, K. D.,Abbott, L. F.(2000).Competitive Hebbian learning through spike-timing-dependent synaptic plasticity.Nat. Neurosci.,3,919-926.
39. Song, S.,Sjöström, P. J.,Reigl, M.,Nelson, S.,Chklovskii, D. B.(2005).Highly nonrandom features of synaptic connectivity in local cortical circuits.PLoS Biol.,3,e68.
40. Tsukamoto-Yasui, M.,Sasaki, T.,Matsumoto, W.,Hasegawa, A.,Toyoda, T.,Usami, A.,Kubota, Y.,Ochiai, T.,Hori, T.,Matsuki, N.,Ikegaya, Y.(2007).Active hippocampal networks undergo spontaneous synaptic modification.PLoS One.,2,e1250.
41. Usami, A.,Matsuki, N.,Ikegaya, Y.(2008).Spontaneous plasticity of multineuronal activity patterns in activated hippocampal networks.Neural Plast..
42. Vislay-Meltzer, R. L.,Kampff, A. R.,Engert, F.(2006).Spatiotemporal specificity of neuronal activity directs the modification of receptive fields in the developing retinotectal system.Neuron,50,101-114.
43. Wang, H. X.,Gerkin, R. C.,Nauen, D. W.,Bi, G. Q.(2005).Coactivation and timing-dependent integration of synaptic potentiation and depression.Nat. Neurosci.,8,187-193.
44. Wang, Z.,Xu, N. L.,Wu, C. P.,Duan, S.,Poo, M. M.(2003).Bidirectional changes in spatial dendritic integration accompanying longterm synaptic modifications.Neuron,37,463-472.
45. Yao, H.,Dan, Y.(2001).Stimulus timing-dependent plasticity in cortical processing of orientation.Neuron,32,315-323.
46. Zhang, L. I.,Tao, H. W.,Holt, C. E.,Harris, W. A.,Poo, M. M.(1998).A critical window for cooperation and competition among developing retinotectal synapses.Nature,395,37-44.
47. Zhou, Q.,Tao, H. W.,Poo, M. M.(2003).Reversal and stabilization of synaptic modifications in a developing visual system.Science,300,1953-1957.