Skip to main content
Log in

STDP rule endowed with the BCM sliding threshold accounts for hippocampal heterosynaptic plasticity

  • BRIEF COMMUNICATION
  • Published:
Journal of Computational Neuroscience Aims and scope Submit manuscript

Abstract

We have combined the nearest neighbour additive spike-timing-dependent plasticity (STDP) rule with the Bienenstock, Cooper and Munro (BCM) sliding modification threshold in a computational model of heterosynaptic plasticity in the hippocampal dentate gyrus. As a result we can reproduce (1) homosynaptic long-term potentiation of the tetanized input, and (2) heterosynaptic long-term depression of the untetanized input, as observed in real experiments.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1

References

  • Abarbanel HDI, Huerta R, Rabinovich MI (2002) Dynamical model of long-term synaptic plasticity. Proc. Natl. Acad. Sci. USA 99(15): 10132–10137.

    Article  PubMed  CAS  Google Scholar 

  • Abraham WC, Bear MF (1996) Metaplasticity: The plasticity of synaptic plasticity. Trends Neurosci. 19(4): 126–130.

    Article  PubMed  CAS  Google Scholar 

  • Abraham WC, Mason-Parker SE, Bear MF, Webb S, Tate WP (2001) Heterosynaptic metaplasticity in the hippocampus in vivo: A BCM-like modifiable threshold for LTP. Proc. Natl. Acad. Sci. USA 98(19): 10924–10929.

    Article  PubMed  CAS  Google Scholar 

  • Benuskova L, Rema V, Armstrong-James M, Ebner FF (2001) Theory for normal and impaired experience-dependent plasticity in neocortex of adult rats. Proc. Natl. Acad. Sci. USA 98(5): 2797–2802.

    Article  PubMed  CAS  Google Scholar 

  • Bi G-q, Poo M-m (2001) Synaptic modification by correlated activity: Hebb's postulate revisited. Annu. Rev. Neurosci. 24: 139–166.

    Article  PubMed  CAS  Google Scholar 

  • Castellani GC, Quinlan EM, Cooper LN, Shouval HZ (2001) A biophysical model of bidirectional synaptic plasticity: dependence on AMPA and NMDA receptors. Proc. Natl. Acad. Sci. USA 98(22): 12772–12777.

    Article  PubMed  CAS  Google Scholar 

  • Delorme A, Perrinet L, Thorpe SJ (2001) Network of integrate-and-fire neurons using rank order coding B: Spike timing dependent plasticity and emergence of orientation selectivity. Neurocomputing 38(40): 539–545.

    Article  Google Scholar 

  • Frank LM, Brown EN, Wilson MA (2001) A comparison of the firing properties of putative excitatory and inhibitory neurons from CA1 and the entorhinal cortex. J. Neurophysiol. 86(4): 2029–2049.

    PubMed  CAS  Google Scholar 

  • Froemke RC, Poo M-m, Dang Y (2005) Spike-timing-dependent synaptic plasticity depends on dendritic location. Nature 434: 221–225.

    Article  PubMed  CAS  Google Scholar 

  • Gloveli T, Schmitz D, Empson RM, Heineman U (1997) Frequency-dependent information flow from the entorhinal cortex to the hippocampus. J. Neurophysiol. 78: 3444–3449.

    PubMed  CAS  Google Scholar 

  • Izhikevich EM (2003) Simple model of spiking neurons. IEEE Trans. Neural Netw. 14(6): 1569–1572.

    Article  Google Scholar 

  • Izhikevich EM, Desai NS (2003) Relating STDP to BCM. Neural Comput. 15: 1511–1523.

    Article  PubMed  Google Scholar 

  • Karmarkar UR, Buonomano DV (2002) A model of spike-timing dependent plasticity: One or two coincidence detectors. J. Neurophysiol. 88: 507–513.

    PubMed  Google Scholar 

  • Kimura A, Pavlides C (2000) Long-term potentiation/depotentiation are accompanied by complex changes in spontaneous unit activity in the hippocampus. J. Neurophysiol. 84: 1894–1906.

    PubMed  CAS  Google Scholar 

  • McNaughton BL, Barnes CA, Andersen P (1981) Synaptic efficacy and EPSP summation in granule cells of rat fascia dentata studied in vitro. J. Neurophysiol. 46(5): 952–966.

    PubMed  CAS  Google Scholar 

  • Shouval HZ, Bear MF, Cooper LN (2002a) A unified model of NMDA receptor-dependent bidirectional synaptic plasticity. Proc. Natl. Acad. Sci. USA 99(16): 10831–10836.

    Article  PubMed  CAS  Google Scholar 

  • Shouval HZ, Castellani GC, Blais BS, Yeung LC, Cooper LN (2002b) Converging evidence for a simplified biophysical model of synaptic plasticity. Biol. Cybern. 87: 383–391.

    Article  PubMed  Google Scholar 

  • Tamura H, Tsumoto T, Hata Y (1992) Activity-dependent potentiation and depression of visual cortical responses to optic nerve stimulation in kittens. J. Neurophysiol. 68(5): 1603–1612.

    PubMed  CAS  Google Scholar 

  • Yeung L-C, Shouval HZ, Blais BS, Cooper LN (2004) Synaptic homeostasis and input selectivity follow from a calcium-dependent plasticity model. Proc. Natl. Acad. Sci. USA 101(41): 14943–14948.

    Article  PubMed  CAS  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Lubica Benuskova.

Additional information

Action Editor: Nicolas Brunel

About this article

Cite this article

Benuskova, L., Abraham, W.C. STDP rule endowed with the BCM sliding threshold accounts for hippocampal heterosynaptic plasticity. J Comput Neurosci 22, 129–133 (2007). https://doi.org/10.1007/s10827-006-0002-x

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10827-006-0002-x

Keywords

Navigation