Slow oscillations in neural networks with facilitating synapses

Journal of Computational Neuroscience

Volumn 25, Issue 2, 2008, Pages 308-316

  Melamed, Ofer ^a,b   Barak, Omri ^c   Silberberg, Gilad ^b,d   Markram, Henry ^b   Tsodyks, Misha ^c  

^a HOLON INSTITUTE OF TECHNOLOGY   (Israel)

^b EPFL   (Switzerland)

^c WEIZMANN INSTITUTE OF SCIENCE   (Israel)

^d KAROLINSKA INSTITUTE   (Sweden)

Author keywords

Dynamic synapse; Model; Neocortex; Recurrent network; Synchrony; Temporal processing

Indexed keywords

CONVEYING; ELECTROPHYSIOLOGY; NEURAL NETWORKS;

DYNAMIC SYNAPSIS; EXCITATORY SYNAPSIS; HIGH FREQUENCY OSCILLATIONS; NEOCORTEX; NEURAL-NETWORKS; RECURRENT NETWORKS; SLOW OSCILLATIONS; SYNCHRONY; TEMPORAL PROCESSING; TIME-CONSTANTS;

NEURONS;

ARTICLE; CELL SYNCHRONIZATION; CONTROLLED STUDY; EXCITATORY POSTSYNAPTIC POTENTIAL; FACILITATION; FREQUENCY MODULATION; INTERNEURON; LINEAR SYSTEM; MATHEMATICAL COMPUTING; NEOCORTEX; NERVE CELL MEMBRANE STEADY POTENTIAL; NERVE CELL NETWORK; NERVOUS SYSTEM ELECTROPHYSIOLOGY; OSCILLATION; PRIORITY JOURNAL; PYRAMIDAL NERVE CELL; SIGNAL TRANSDUCTION; SIMULATION; SYNAPSE; TIME;

EID: 51349100702     PISSN: 09295313     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10827-008-0080-z     Document Type: Article

References (36)

1. Abbott, L. F., & Blum, K. I. (1996). Functional significance of long-term potentiation for sequence learning and prediction. Cerebral Cortex, 6, 406-416.
2. Anderson, J., Lampl, I., Reichova, I., Carandini, M., & Ferster, D. (2000). Stimulus dependence of two-state fluctuations of membrane potential in cat visual cortex. Nature Neuroscience, 3, 617-621.
3. Bazhenov, M., Timofeev, I., Steriade, M., & Sejnowski, T. J. (2002). Model of thalamocortical slow-wave sleep oscillations and transitions to activated States. Journal of Neuroscience, 22, 8691-8704.
4. Buzsaki, G., & Draguhn, A. (2004). Neuronal oscillations in cortical networks. Science, 304, 1926-1929.
5. Compte, A., Sanchez-Vives, M. V., McCormick, D. A., & Wang, X. J. (2003). Cellular and network mechanisms of slow oscillatory activity (<1 Hz) and wave propagations in a cortical network model. Journal of Neurophysiology, 89, 2707-2725.
6. Contreras, D., & Steriade, M. (1995). Cellular basis of EEG slow rhythms: A study of dynamic corticothalamic relationships. Journal of Neuroscience, 15, 604-622.
7. Contreras, D., Timofeev, I., & Steriade, M. (1996). Mechanisms of long-lasting hyperpolarizations underlying slow sleep oscillations in cat corticothalamic networks. Journal of Physiology, 494(Pt 1), 251-264.
8. Engel, A. K., Fries, P., & Singer, W. (2001). Dynamic predictions: oscillations and synchrony in top-down processing. Nature Reviews Neuroscience, 2, 704-716.
9. Galarreta, M., & Hestrin, S. (1998). Frequency-dependent synaptic depression and the balance of excitation and inhibition in the neocortex. Nature Neuroscience, Plos, 1, 587-594.
10. Holcman, D., & Tsodyks, M. (2006). The emergence of up and down states in cortical networks. Plos. 2, e23.
11. Kozloski, J., Hamzei-Sichani, F., & Yuste, R. (2001). Stereotyped position of local synaptic targets in neocortex. Science, 293, 868-872.
12. Lampl, I., Reichova, I., & Ferster, D. (1999). Synchronous membrane potential fluctuations in neurons of the cat visual cortex. Neuron, 22, 361-374.
13. Markram, H., & Tsodyks, M. (1996). Redistribution of synaptic efficacy between neocortical pyramidal neurons. Nature, 382, 807-810.
14. Markram, H., Wang, Y., & Tsodyks, M. (1998). Differential signaling via the same axon of neocortical pyramidal neurons. Proceedings of the National Academy of Sciences of the United States of America, 95, 5323-5328.
15. Moruzzi, G., & Magoun, H. W. (1995). Brain stem reticular formation and activation of the EEG. 1949. Journal of Neuropsychiatry and Clinical Neurosciences, 7, 251-267.
16. Parga, N., & Abbott, L. F. (2007). Network model of spontaneous activity exhibiting synchronous transitions between up and down states. Frontiers in Neuroscience, 1, 57-66.
17. Reyes, A., Lujan, R., Rozov, A., Burnashev, N., Somogyi, P., & Sakmann, B. (1998). Target-cell-specific facilitation and depression in neocortical circuits. Nature Neuroscience, 1, 279-285.
18. Sanchez-Vives, M. V., & McCormick, D. A. (2000). Cellular and network mechanisms of rhythmic recurrent activity in neocortex. Nature Neuroscience, 3, 1027-1034.
19. Sanchez-Vives, M. V., Nowak, L. G., & McCormick, D. A. (2000). Cellular mechanisms of long-lasting adaptation in visual cortical neurons in vitro. Journal of Neuroscience, 20, 4286-4299.
20. Shu, Y., Hasenstaub, A., & McCormick, D. A. (2003). Turning on and off recurrent balanced cortical activity. Nature, 423, 288-293.
21. Silberberg, G., & Markram, H. (2007). Disynaptic inhibition between neocortical pyramidal cells mediated by Martinotti cells. Neuron, 53, 735-746.
22. Silberberg, G., Wu, C., & Markram, H. (2004). Synaptic dynamics control the timing of neuronal excitation in the activated neocortical microcircuit. Journal of Physiology, 556, 19-27.
23. Steriade, M., Amzica, F., & Contreras, D. (1996). Synchronization of fast (30-40 Hz) spontaneous cortical rhythms during brain activation. Journal of Neuroscience, 16, 392-417.
24. Steriade, M., McCormick, D. A., & Sejnowski, T. J. (1993a). Thalamocortical oscillations in the sleeping and aroused brain. Science, 262, 679-685.
25. Steriade, M., Nunez, A., & Amzica, F. (1993b). A novel slow (<1 Hz) oscillation of neocortical neurons in vivo: Depolarizing and hyperpolarizing components. Journal of Neuroscience, 13, 3252-3265.
26. Steriade, M., Timofeev, I., & Grenier, F. (2001). Natural waking and sleep states: A view from inside neocortical neurons. Journal of Neurophysiology, 85, 1969-1985.
27. Stern, E. A., Kincaid, A. E., & Wilson, C. J. (1997). Spontaneous subthreshold membrane potential fluctuations and action potential variability of rat corticostriatal and striatal neurons in vivo. Journal of Neurophysiology, 77, 1697-1715.
28. Thomson, A. M., & Deuchars, J. (1997). Synaptic interactions in neocortical local circuits: Dual intracellular recordings in vitro. Cerebral Cortex, 7, 510-522.
29. Thomson, A. M., Deuchars, J., & West, D. C. (1993). Single axon excitatory postsynaptic potentials in neocortical interneurons exhibit pronounced paired pulse facilitation. Neuroscience, 54, 347-360.
30. Timofeev, I., Grenier, F., Bazhenov, M., Sejnowski, T. J., & Steriade, M. (2000). Origin of slow cortical oscillations in deafferented cortical slabs. Cerebral Cortex, 10, 1185-1199.
31. Tsodyks, M., Pawelzik, K., & Markram, H. (1998). Neural networks with dynamic synapses. Neural Computation, 10, 821-835.
32. Turrigiano, G. (2007). Homeostatic signaling: The positive side of negative feedback. Current Opinion in Neurobiology, 17, 318-324.
33. Wang, X. J. (1999). Synaptic basis of cortical persistent activity: The importance of NMDA receptors to working memory. Journal of Neuroscience, 19, 9587-9603.
34. Wang, Y., Gupta, A., & Markram, H. (1999). Anatomical and functional differentiation of glutamatergic synaptic innervation in the neocortex. Journal of Physiology (Paris), 93, 305-317.
35. Wang, Y., Markram, H., Goodman, P. H., Berger, T. K., Ma, J., & Goldman-Rakic, P. S. (2006). Heterogeneity in the pyramidal network of the medial prefrontal cortex. Nature Neuroscience, 9, 534-542.
36. Wilson, H. R., & Cowan, J. D. (1972). Excitatory and inhibitory interactions in localized populations of model neurons. Biophysical Journal, 12, 1-24.