Abstract

Depolarization block is such a mechanism that the firing activity of a neuronal system is stopped for particular values of the input current. It is important to block epilepsy or unpleasant firing rates. We investigate this property for a non-linear model of CA3 hippocampal neurons under the action of endocannabinoid transmitters. The aim is to discover if they induce depolarization block, a property already seen in other neuronal models and observed in some experiments, signifying that the neural population increases its spiking frequency as some main parameter changes until reaching a situation of no firing. The results is theoretical and it could be useful for investigating real system of neurons of the hippocampus. In some papers it has been shown that this property is connected with bistability, which means that the system has two equilibrium states for some ranges of its parameters. Endocannabinoids influence the learning and memory process and so we concentrate our attention on the CA3 neurons of the hippocampus. We find bistability and depolarization block for the considered model, which is a generalization of the Wilson-Cowan model. The model describes average properties of neurons divided in three classes: the excitatory neuronal population (CA3 neurons) and two types of inhibitory neuron populations (basket cells). The exogenous concentration of cannabinoids is the parameter that controls bistability. This result can be used for an experiment that could give information for medical therapy. We study the time evolution of the synapses connecting the excitatory population with two types of basket cells. The evolution of synaptic weights is considered to be a toy model of the learning process. But this model cannot encompass the complexity and diversity of exogenous and endogenous endocannabinoids effects in vivo.

Highlights

  • Learning and memorization are regulated at the synaptic level by chemical substances termed neurotransmitters

  • We find bistability and depolarization block for the considered model, which is a generalization of the Wilson-Cowan model

  • The model considers the evolution of the populations of three types of neurons: CA3 neurons and basket cells with inhibitory action on the CA3 neurons, the basket cells of type A having fast activity and those of type B being with slow activity We study the learning process in the sense that we look for the evolution of the synaptic weights connecting the excitatory populations of CA3 neurons with these two different types of basket cells

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Summary

Introduction

Learning and memorization are regulated at the synaptic level by chemical substances termed neurotransmitters. The endocannabinoids are part of the wider cannabinoid (CBs) family of neurotransmitters, which includes: NeuroSci 2019, 1, 85–97; doi:10.3390/neurosci1020008 www.mdpi.com/journal/neurosci . Phyto-CBs, they occur in flowering plants, liverworths and fungi. They were first isolated from Cannabis sativa L., more thant 113 different cannabinoids were classified into distinct types: cannabigerols (CBGs), cannabichromenes (CBCs), cannabidiols (CBDs), (-)-∆9 -transtetrahydrocannabinols (∆9 -THCs), (-)-∆8 -trans-tetrahydrocannabinols (∆8 -THCs), cannabicyclols (CBLs), cannabielsoins (CBEs), cannabinols (CBNs), cannabinodiols (CBNDs), cannabitriols (CBTs), and miscellaneus cannabinoids; Synthetic-CBs (produced in the laboratory); Endocannabidoids (eCBs), naturally produced by the human body. The widespread interest in endocannabinoids is motivated by recent experimental studies indicating that these neurotransmitters have an important modulatory action towards both excitatory and inhibitory neurons [1]

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