Neural network dynamics

T.P. Vogels, K. Rajan, L.F. Abbott, Annual Review of Neuroscience 28 (2005) 357–376.

Download
No fulltext has been uploaded. References only!

Journal Article | Published | English
Author
Vogels, Tim PIST Austria; Rajan, Kanaka; Abbott, L.F.
Abstract
Neural network modeling is often concerned with stimulus-driven responses, but most of the activity in the brain is internally generated. Here, we review network models of internally generated activity, focusing on three types of network dynamics: (a) sustained responses to transient stimuli, which provide a model of working memory; (b) oscillatory network activity; and (c) chaotic activity, which models complex patterns of background spiking in cortical and other circuits. We also review propagation of stimulus-driven activity through spontaneously active networks. Exploring these aspects of neural network dynamics is critical for understanding how neural circuits produce cognitive function.
Publishing Year
Date Published
2005-07-21
Journal Title
Annual Review of Neuroscience
Volume
28
Issue
1
Page
357-376
IST-REx-ID

Cite this

Vogels TP, Rajan K, Abbott LF. Neural network dynamics. Annual Review of Neuroscience. 2005;28(1):357-376. doi:10.1146/annurev.neuro.28.061604.135637
Vogels, T. P., Rajan, K., & Abbott, L. F. (2005). Neural network dynamics. Annual Review of Neuroscience, 28(1), 357–376. https://doi.org/10.1146/annurev.neuro.28.061604.135637
Vogels, Tim P, Kanaka Rajan, and L.F. Abbott. “Neural Network Dynamics.” Annual Review of Neuroscience 28, no. 1 (2005): 357–76. https://doi.org/10.1146/annurev.neuro.28.061604.135637.
T. P. Vogels, K. Rajan, and L. F. Abbott, “Neural network dynamics,” Annual Review of Neuroscience, vol. 28, no. 1, pp. 357–376, 2005.
Vogels TP, Rajan K, Abbott LF. 2005. Neural network dynamics. Annual Review of Neuroscience. 28(1), 357–376.
Vogels, Tim P., et al. “Neural Network Dynamics.” Annual Review of Neuroscience, vol. 28, no. 1, Annual Reviews, 2005, pp. 357–76, doi:10.1146/annurev.neuro.28.061604.135637.

Export

Marked Publications

Open Data IST Research Explorer

Sources

PMID: 16022600
PubMed | Europe PMC

Search this title in

Google Scholar