Literature DB >> 17275992

Conductance versus current noise in a neuronal model for noisy subthreshold oscillations and related spike generation.

Martin Tobias Huber1, Hans Albert Braun.   

Abstract

Biological systems are notoriously noisy. Noise, therefore, also plays an important role in many models of neural impulse generation. Noise is not only introduced for more realistic simulations but also to account for cooperative effects between noisy and nonlinear dynamics. Often, this is achieved by a simple noise term in the membrane equation (current noise). However, there are ongoing discussions whether such current noise is justified or whether rather conductance noise should be introduced because it is closer to the natural origin of noise. Therefore, we have compared the effects of current and conductance noise in a neuronal model for subthreshold oscillations and action potential generation. We did not see any significant differences in the model behavior with respect to voltage traces, tuning curves of interspike intervals, interval distributions or frequency responses when the noise strength is adjusted. These findings indicate that simple current noise can give reasonable results in neuronal simulations with regard to physiological relevant noise effects.

Mesh:

Year:  2006        PMID: 17275992     DOI: 10.1016/j.biosystems.2006.05.009

Source DB:  PubMed          Journal:  Biosystems        ISSN: 0303-2647            Impact factor:   1.973


  1 in total

1.  Synchronization study in ring-like and grid-like neuronal networks.

Authors:  Jingyi Qu; Rubin Wang; Ying Du; Jianting Cao
Journal:  Cogn Neurodyn       Date:  2011-09-13       Impact factor: 5.082

  1 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.