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Published on: June 29, 2018
Synaptic noise and physiological coupling generate high-frequency oscillations in a hippocampal computational model
William C Stacey1, Maciej T Lazarewicz, Brian Litt
11Department of Bioengineering, University of Pennsylvania, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania 19194, USA. William.stacey@uphs.upenn.edu
Journal of Neurophysiology
|August 7, 2009
Summary
Synaptic noise can initiate brain oscillations like gamma frequencies. In epilepsy models, increased noise and altered network connections generate high-frequency oscillations (HFOs), suggesting noise
Area of Science:
- Neuroscience
- Computational Neuroscience
- Computational Biology
Background:
- High-frequency oscillations (HFOs) play roles in normal brain function and are markers of epileptic tissue.
- Mechanisms generating HFOs, particularly in abnormal brain tissue, remain poorly understood.
Purpose of the Study:
- Investigate random synaptic activity (noise) as a potential initiator of HFOs using a hippocampus model.
- Explore parameters for oscillation generation and quantify responses using stochastic resonance (SR) and coherence resonance (CR).
Main Methods:
- Utilized a physiological computer model of the hippocampus.
- Applied principles of stochastic resonance (SR) and coherence resonance (CR) to analyze noise-induced oscillations.
- Systematically varied network parameters, including synaptic noise, coupling, and interneuron presence.
Main Results:
- Noise addition enabled detection of subthreshold signals (SR).
- Basket cell interneurons introduced novel SR effects: enhanced signal detection and noise-driven coherent oscillations.
- Synaptic noise, under normal coupling, generated gamma oscillations (30-100 Hz).
- Pathological parameters (increased gap junctions, reduced inhibition, higher noise) in the model produced ripple-range HFOs (100-200 Hz).
Conclusions:
- Synaptic noise and physiological coupling are sufficient to generate gamma oscillations.
- Pathological changes in noise and coupling, mimicking epilepsy, can produce abnormal HFOs (ripples).
- The model's findings align with experimental data, providing insights into HFO generation in health and disease.
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