Modeling synaptic plasticity in conjunction with the timing of pre- and postsynaptic action potentials

Neural Computation

Volumn 12, Issue 2, 2000, Pages 385-405

  Kistler, Werner M ^a   Van Hemmen, J Leo ^a  

^a TECHNICAL UNIVERSITY OF MUNICH   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ACTION POTENTIAL; ANIMAL; ARTICLE; BIOLOGICAL MODEL; BRAIN CORTEX; NERVE CELL; NERVE CELL PLASTICITY; PHYSIOLOGY; PROBABILITY; SYNAPSE; SYNAPTOSOME;

ACTION POTENTIALS; ANIMALS; CEREBRAL CORTEX; MODELS, NEUROLOGICAL; NEURONAL PLASTICITY; NEURONS; PRESYNAPTIC TERMINALS; PROBABILITY; SYNAPSES;

EID: 0034132974     PISSN: 08997667     EISSN: None     Source Type: Journal    
DOI: 10.1162/089976600300015844     Document Type: Article

References (17)

1. Alonso, A., Curtis, M. de, & Llinás, R. (1990). Postsynaptic Hebbian and non-Hebbian long-term potentiation of synaptic efficacy in the entorhinal cortex in slices and in the isolated adult guinea pig brain. Proc. Natl. Acad. Sci. USA, 87, 9280-9284.
2. Bartsch, A. P., & van Hemmen, J. L. (1998). Correlations in networks of spiking neurons. Unpublished manuscript. Munich: Physics Department, Technical University of Munich.
3. Bell, C. C., Han, V. Z., Sugawara, Y., & Grant, K. (1997). Synaptic plasticity in a cerebellum-like structure depends on temporal order. Nature, 387, 278-281.
4. Dan, Y., & Poo, M. (1992). Hebbian depression of isolated neuromuscular synapses in vitro. Science, 256, 1570-1573.
5. Gerstner, W. (1995). Time structure of the activity in neural network models. Phys. Rev. E, 51, 738-758.
6. Gerstner, W., & van Hemmen, J. L. (1992). Associative memory in a network of "spiking" neurons. Network, 3. 139-164.
7. Gerstner, W., Kempter, R., van Hemmen, J. L. & Wagner, H. (1996). A neuronal learning rule for sub-millisecond temporal coding. Nature, 384, 76-78.
8. Kempter, R., Gerstner, W., van Hemmen, J. L., & Wagner, H. (1998). Extracting oscillations: Neuronal coincidence detection with noisy periodic spike input. Neural Comput., 10, 1987-2017.
9. Kistler, W. M., Gerstner, W., & van Hemmen, J. L. (1997). Reduction of the Hodgkin-Huxley equations to a single-variable threshold model. Neural Comput., 9, 1015-1045.
10. Kistler, W. M., & van Hemmen, J. L. (1999). Short-term synaptic plasticity and network behavior. Neural Comput., 11, 1579-1594.
11. Lamperti, J. (1966). Probability: A survey of the mathematical theory. New York: Benjamin.
12. Markram, H., Lübke, J., Frotscher, M., & Sakmann B. (1997). Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs. Science, 275, 213-215.
13. Nelson, P. G., Fields, R. D., Yu, C., & Liu, Y. (1993). Synapse elimination from the mouse neuromuscular junction in vitro: A non-Hebbian activity-dependent process. J. Neurobiol., 24, 1517-1530.
14. Rieke, F., Warland, D., de Ruyter van Steveninck, R., & Bialek W. (1997). Spikes -Exploring the neural code. Cambridge, MA: MIT Press.
15. Salin, P. A., Malenka, R. C., & Nicoll, R. A. (1996). Cyclic AMP mediates a presynaptic form of LTP at cerebellar parallel fiber synapses. Neuron, 16, 797-803.
16. Tuckwell, H. C. (1988). Introduction to theoretical neurobiology, (Vol. 2.) Cambridge: Cambridge University Press.
17. Urban, N. N., & Barrionuevo, G. (1996). Induction of Hebbian and non-Hebbian mossy fiber long-term potentiation by distinct patterns of high-frequency stimulation. J. Neurosci., 16, 4293-4299.