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Oscillatory hierarchy in a network of leaky integrate-and-fire neurons with short-term plasticity
BMC Neuroscience volume 14, Article number: P5 (2013)
Cross-frequency couplings between oscillatory modes have been observed in cortical and hippocampal local field potentials recorded from the brains of rodents, primates and humans. Multi-unit activity recordings have shown that the highest amplitude of gamma and theta oscillations occur at the rising positive going part of theta and delta oscillations, respectively. We show that a network of leaky integrate-and-fire neurons with short term plasticity between pyramidal cells and interneurons can exhibit a similar oscillatory hierarchy (see Figure 1). Moreover, the network exhibits alpha oscillations which amplitude is modulated by the phase of delta oscillations. There is no phase-amplitude coupling between alpha and theta. Finally, these oscillations are nested in a slower 0.2 Hz oscillation. We study the mechanisms of these oscillatory patterns reminiscent of spontaneous cortical activity.
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This research is supported by the the Aihara Innovative Mathematical Modelling Project, the Japan Society for the Promotion of Science (JSPS) through the "Funding Program for World-Leading Innovative R&D on Science and Technology (FIRST Program)," initiated by the Council for Science and Technology Policy (CSTP).
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Leleu, T., Aihara, K. Oscillatory hierarchy in a network of leaky integrate-and-fire neurons with short-term plasticity. BMC Neurosci 14, P5 (2013) doi:10.1186/1471-2202-14-S1-P5
- Animal Model
- Field Potential
- Pyramidal Cell
- High Amplitude
- Local Field