A synfire chain in layered coincidence detectors with random synaptic delays

Neural Networks

Volumn 16, Issue 1, 2003, Pages 39-46

  Ikeda, Kazushi ^a  

^a KYOTO UNIVERSITY   (Japan)

Author keywords

Coincidence detector; Stable propagation; Synaptic delay; Synchronous firing; Temporal coding

Indexed keywords

INFORMATION ANALYSIS; JITTER; MATHEMATICAL MODELS; RANDOM PROCESSES;

COINCIDENCE DETECTORS;

NEURAL NETWORKS;

ARTICLE; ARTIFICIAL NEURAL NETWORK; MODEL; NERVE CELL; NERVE CELL MEMBRANE POTENTIAL; NOISE; PRIORITY JOURNAL; RANDOMIZATION; SPIKE; SYNAPTIC TRANSMISSION; TEMPORAL LOBE; THEORETICAL MODEL;

ALGORITHMS; MODELS, NEUROLOGICAL; NEURAL NETWORKS (COMPUTER); NEURONS; STOCHASTIC PROCESSES; SYNAPSES;

EID: 0037260190     PISSN: 08936080     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0893-6080(02)00165-X     Document Type: Article

References (13)

1. Abeles M. Corticonics: Neural circuits of the cerebral cortex. 1991;Cambridge University Press, Cambridge.
2. Arnoldi H.M., Brauer W. Synchronization without oscillatory neurons. Biological Cybernetics. 74:1996;209-223.
3. Burkitt A.N., Clark G.M. Analysis of integrate-and-fire neurons: Synchronization of synaptic input and spike output. Neural Computation. 11:1999;871-901.
4. Câteau H., Fukai T. Fokker-Planck approach to the pulse packet propagation in synfire chain. Neural Networks. 14:2001;675-685.
5. Cox D.R. Renewal theory. 1962;Methuen, London.
6. Diesmann M., Gewaltig M.-O., Aertsen A. Stable propagation of synchronous spiking in cortical neural networks. Nature. 402:1999;529-533.
7. Diesmann M., Gewaltig M.-O., Aertsen A. The low-noise limit reveals fundamental characteristics of spike synchronization in locally feed-forward cortical networks. Schwegler H., Pawelzik K. Proceedings of the Aspects of Neuronal Dynamics Workshop. 2000;31 Hanse Wissenschaftskolleg, Delmenhorst.
8. Fujii H., Ito H., Aihara K., Ichinose N., Tsukada M. Dynamical cell assembly hypothesis - Theoretical possibility of spatio-temporal coding in the cortex. Neural Networks. 9:1996;1303-1350.
9. Gewaltig M.-O., Diesmann M., Aertsen A. Propagation of cortical synfire activity: survival probability in single trials and stability in the mean. Neural Networks. 14:2001;657-673.
10. Herrmann M., Hertz J.A., Prügel-Bennett A. Analysis of synfire chains. Network: Computation in Neural Systems. 6:1995;403-414.
11. Marsalek P., Koch C., Mauselli J. On the relationship between synaptic input and spike output jitter in individual neurons. Proceedings of the National Academy of Sciences, USA. 94:1997;735-740.
12. Postma E.O., van den Herik H.J., Hudson P.T.W. Robust feedforward processing in synfire chains. International Journal of Neural Systems. 7:1996;537-542.
13. Watanabe M., Aihara K. Chaos in neural networks composed of coincidence detector neurons. Neural Networks. 10:1997;1353-1359.