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Real-time Electrophysiology: Using Closed-loop Protocols to Probe Neuronal Dynamics and Beyond
Published on: June 24, 2015
The robustness of phase-locking in neurons with dendro-dendritic electrical coupling
Michael A Schwemmer1, Timothy J Lewis
1Program in Applied and Computational Mathematics and Princeton Neuroscience Institute, Princeton University, Princeton, NJ, 08544, USA, schwemmer.2@mbi.osu.edu.
Journal of Mathematical Biology
|December 25, 2012
Summary
Dendritic filtering impacts neural synchronization. Changes in electrical coupling location affect phase-locking stability and robustness in coupled neurons, with implications for real neural systems.
Area of Science:
- Computational Neuroscience
- Neuroscience
- Biophysics
Background:
- Electrically coupled neurons form networks exhibiting synchronized activity.
- Dendritic filtering properties significantly influence signal integration and neuronal output.
- Understanding phase-locking in neural systems is crucial for deciphering information processing.
Purpose of the Study:
- To investigate how dendritic filtering affects the stability and robustness of phase-locked states in coupled neurons.
- To analyze the impact of electrotonic length and dendritic diameter on neuronal phase-locking.
- To explore the consequences of coupling location on synchronous and anti-phase states.
Main Methods:
- Utilizing the theory of weakly coupled oscillators.
- Analytically deriving dendritic coupling filtering properties.
- Simulating electrically coupled ball-and-stick neuron models with passive dendrites.
Main Results:
- Repeated stability exchanges between synchronous and anti-phase states occur with distal coupling when coupling conductance (gc) is fixed.
- Robustness of phase-locked states diminishes rapidly as coupling moves away from somata with fixed gc.
- Using a fixed coupling coefficient (CC) limits coupling location but maintains robustness, with few stability exchanges observed.
Conclusions:
- Dendritic filtering critically modulates phase-locking dynamics in coupled neurons.
- Coupling location significantly impacts stability and robustness, with distal locations reducing robustness under fixed gc.
- Multiple stability exchanges with changing coupling location are unlikely in real neural systems, especially under realistic CC constraints.
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