Emergence of Diverse Ripple-Firing Patterns via Synaptic Coupling Modulation in Hippocampal CA1 Neural Circuit Model

The hippocampal CA1 region is important for memory formation. However, how memory is encoded in hippocampal CA1 is still unclear. A previous study showed that emotional experiences in rats induce the experience-specific diversification of synaptic currents and ripple-firing events in hippocampal CA1. Ripple firing is a neural activity event observed in extracellular potentials and is generated by the synchronized firing of multiple neurons in hippocampal CA1 within approximately 50 ms. On the basis of this observation, we hypothesize that information related to episodic memory is encoded in ripple firing and that synaptic coupling strengths in hippocampal CA1 shape the diversity of ripple firing events. To verify this hypothesis, we construct a hippocampal CA1 neural circuit model and analyze how synaptic coupling strengths affect the diversity of ripple-firing events.

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Publication Details

Journal
Journal of Signal Processing
Published
2026-06-30
DOI
https://doi.org/10.2299/jsp.30.109
Primary Topic
Neural dynamics and brain function
Type
article
Field-Weighted Citation Impact
0.00

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article

Emergence of Diverse Ripple-Firing Patterns via Synaptic Coupling Modulation in Hippocampal CA1 Neural Circuit Model

Ken’ichi Fujimoto, Yuta Ishihara, Dai Mitsushima, Yuto Tomohara et al.
Journal of Signal Processing
Neural dynamics and brain function
article

Emergence of Diverse Ripple-Firing Patterns via Synaptic Coupling Modulation in Hippocampal CA1 Neural Circuit Model

Ken’ichi Fujimoto, Yuta Ishihara, Dai Mitsushima, Yuto Tomohara, Junko Ishikawa, Hiroshi Murai
article en

Abstract

The hippocampal CA1 region is important for memory formation. However, how memory is encoded in hippocampal CA1 is still unclear. A previous study showed that emotional experiences in rats induce the experience-specific diversification of synaptic currents and ripple-firing events in hippocampal CA1. Ripple firing is a neural activity event observed in extracellular potentials and is generated by the synchronized firing of multiple neurons in hippocampal CA1 within approximately 50 ms. On the basis of this observation, we hypothesize that information related to episodic memory is encoded in ripple firing and that synaptic coupling strengths in hippocampal CA1 shape the diversity of ripple firing events. To verify this hypothesis, we construct a hippocampal CA1 neural circuit model and analyze how synaptic coupling strengths affect the diversity of ripple-firing events.

Journal of Signal ProcessingVol. 30(4)
Yamaguchi University (JP), Kagawa University (JP)
Japan Society for the Promotion of Science
Zero hunger
Openalex Percentile: Top 6%
Neural dynamics and brain function
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