Synfire chain
A synfire chain (synchronous firing chain) is a feed-forward network of neurons with multiple layers or pools. In a synfire chain, neural impulses propagate synchronously back and forth from layer to layer. Each neuron in one layer feeds excitatory connections to neurons in the next, while each neuron in the receiving layer is excited by neurons in the previous layer.
Activity
Activity along a synfire chain propagates in a synchronous or an asynchronous mode. In the asynchronous mode, an elevated firing rate in one pool will accumulate, and increase the firing rate in the next layer. In the synchronous mode, a volley of spikes in one layer will elicit a synchronous volley in the other, after one synaptic delay. It has been argued that the only stable mode of transmission is the synchronous mode.[1]
History
The term synfire chain was first used by Moshe Abeles in 1982,[1] to account for the appearance of synchronous firing sequences with long inter-spike delays, which resisted explanation in terms of the known properties of cortical physiology. This structure, with every neuron in one pool exciting all neurons in the second pool, was suggested by Griffith[2] as a structure that can guarantee a fixed level of activity in a network of excitatory neurons. He called this structure a “complete transmission line”. Griffith did not study its properties in any detail.
References
- ^ a b Abeles, M. (1982). Local Cortical Circuits: An Electrophysiological study. Springer. ISBN 978-3642817106.
{{cite book}}: Unknown parameter|city=ignored (|location=suggested) (help) - ^ Griffith J.S. (1963). "On the stability of brain-like structures". Biophys. J. 3: 299–308. doi:10.1016/s0006-3495(63)86822-8. PMC 1366448. PMID 13950414.
- Gerstein GL, Williams ER, Diesmann M, Grün S, Trengove C. (2012). "Detecting synfire chains in parallel spike data". J Neurosci Methods. 206 (1): 54–64. doi:10.1016/j.jneumeth.2012.02.003. PMID 22361572.
{{cite journal}}: CS1 maint: multiple names: authors list (link) - Zheng P, Triesch J. (2014). "Robust development of synfire chains from multiple plasticity mechanisms". Front Comput Neurosci. 8: 66. doi:10.3389/fncom.2014.00066. PMID 25071537.
{{cite journal}}: CS1 maint: unflagged free DOI (link)