Skip to main content
  • Poster presentation
  • Open access
  • Published:

Temporal structure of bursting patterns as representation of input history

Single neurons exhibit complex dynamical repertoires, where interacting dynamics on many different time scales enable history-dependent forms of computation [1]. We investigate these phenomena in a biophysically realistic conductance-based model (similar to the one presented in [2]) of a bursting neuron from a crustacean Central Pattern Generator. The analysis is focused on the temporal structure of the bursting phase, describing how temporal patterns of spikes within bursts convey information about the previous history of stimulation to the cell. An electrophysiological mechanism for these behaviors is proposed, inferred from the geometrical structure of the system's phase space. We discuss the relevance of the phenomenon for homeostatic self-regulation of rhythmic activity in Central Pattern Generators, and as a possible communication mechanism between the CPG and higher centers in the nervous system. We are considering several experimental protocols to validate our theoretical work.


  1. Marder E, Abbott LF, Turrigiano GG, Liu Z, Golowasch J: Memory from the dynamics of intrinsic membrane currents. PNAS. 1996, 93: 13481-13486. 10.1073/pnas.93.24.13481.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  2. Turrigiano GG, Lemasson G, Marder E: Selective regulation of current densities underlies spontaneous changes in the activity of cultured neurons. J Neurosci. 1995, 15: 3640-3652.

    CAS  PubMed  Google Scholar 

Download references


This work is supported by Brazilian agencies Fapesp and CAPES, CNPq, and Spanish grants MEC PHB2007-0013TA, BFU2006-07902/BFI, TIN 2007-65989 and CAM S-SEM-0255-2006.

Author information

Authors and Affiliations


Corresponding author

Correspondence to Bóris Marin.

Rights and permissions

Open Access This article is published under license to BioMed Central Ltd. This is an Open Access article is distributed under the terms of the Creative Commons Attribution 2.0 International License (, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Reprints and permissions

About this article

Cite this article

Marin, B., Baroni, F., Varona, P. et al. Temporal structure of bursting patterns as representation of input history. BMC Neurosci 10 (Suppl 1), P101 (2009).

Download citation

  • Published:

  • DOI: