Dynamics of a random neural network with synaptic depression

Neural Networks

Volumn 9, Issue 4, 1996, Pages 575-588

  Senn, Walter ^a   Wyler, K ^b   Streit, J ^b   Larkum, M ^b   Luscher H R ^b   Mey, H ^b   Muller L ^b   Stainhauser, D ^b   Vogt, K ^b   Wannier, Th ^b  

^a UNIVERSITY OF BERN   (Switzerland)

^b NONE

Author keywords

Average activity; Disinhibited connections; Dynamics; Embryonic spinal cord; Oscillation; Random neural network; Synaptic depression; Threshold element

Indexed keywords

CHAOS THEORY; COMPUTER SIMULATION; CYBERNETICS; NEUROPHYSIOLOGY; RANDOM PROCESSES; THRESHOLD ELEMENTS;

AVERAGE ACTIVITY; DISINHIBITED CONNECTIONS; EMBRYONIC SPINAL CORD; SYNAPTIC DEPRESSION;

NEURAL NETWORKS;

ANIMAL TISSUE; ARTICLE; ARTIFICIAL NEURAL NETWORK; DEVELOPMENT; EMBRYO; NONHUMAN; PRIORITY JOURNAL; RAT; SPINAL CORD; SYNAPTIC TRANSMISSION; TISSUE CULTURE; TISSUE SLICE;

EID: 0030176180     PISSN: 08936080     EISSN: None     Source Type: Journal    
DOI: 10.1016/0893-6080(95)00109-3     Document Type: Article

References (13)

1. Amari, S.-I. (1971). Characteristics of randomly connected threshold-element networks and network systems. Proceedings of the IEEE, 59(1), 35-47.
2. Anninos, P. A., Beek, B., Csermely, T. J., Harth, E. M., & Pertile, G. (1970). Dynamics of neural structures. Journal of Theoretical Biology, 26, 121-148.
3. Fournou, E., Argyrakis, P., & Anninos, P. A. (1993). Neural nets with markers and Gaussian-distributed connectivities. Connection Science, 5(1) 77-94.
4. Getting, P. (1988). Comparative analysis of invertebrate central pattern generators. In A. Cohen, S. Rosignol, & S. Grillner, (Eds.) Neural control of rythmic movements in vetebrates, (Chapter 4, pp. 101-128). New York: John Wiley.
5. Grillner, S. (1985). Neurobiological bases of rhythmic motor acts in vertebrates. Science, 228, 143-149.
6. Guckenheimer, J., & Holmes, P. (1990). Nonlinear oscillation, dynamical systems, and bifurcations of vector fields (3rd ed.). Berlin: Springer.
7. Marsden, J. E., & McCracken, M. (1976). The Hopf bifurcation and its applications. New York: Springer.
8. O'Donovan, M., Sernagor, E., Sholomenko, G., Ho, S., Antal, M., & Yee, W. (1992). Development of spinal motor networks in the chick embryo. Journal of Experimental Zoology, 261, 261-273.
9. Oppenheim, R. W. (1975). The role of supraspinal input in embryonic motility: A reexamination in the chick. Journal of Computational Neurology, 160, 37-50.
10. Streit, J. (1993). Regular oscillations of synaptic activity in spinal networks in vitro. Journal of Neurophysiology, 70, 871-878.
11. Streit, J., Spenger, C., & Lüscher, H.-R. (1991). An organotypic spinal cord-dorsal root ganglia-skeletal muscle coculture of embryonic rat. II. Functional evidence for the formation of spinal reflex arcs in vitro. European Journal of Neuroscience, 3, 1054-1068.
12. Streit, J., Lüscher, C., & Lüscher, H.-R. (1992). Depression of postsynaptic potentials by high-frequency stimulation in embryonic motoneurons grown in spinal cord slice cultures. Journal of Neurophysiology, 68(5), 1793-1803.
13. Vibert, J.-F., Pakdaman, K., & Azmy, N. (1994). Interneural delay modification synchronizes biologically plausible neural networks. Neural Networks, 7(4), 589-607.