What is the most realistic single-compartment model of spike initiation?

R Brette - PLoS computational biology, 2015 - journals.plos.org
A large variety of neuron models are used in theoretical and computational neuroscience,
and among these, single-compartment models are a popular kind. These models do not …

Action potential energy efficiency varies among neuron types in vertebrates and invertebrates

B Sengupta, M Stemmler, SB Laughlin… - PLoS computational …, 2010 - journals.plos.org
The initiation and propagation of action potentials (APs) places high demands on the
energetic resources of neural tissue. Each AP forces ATP-driven ion pumps to work harder …

Uncertainty quantification of fast sodium current steady-state inactivation for multi-scale models of cardiac electrophysiology

P Pathmanathan, MS Shotwell, DJ Gavaghan… - Progress in biophysics …, 2015 - Elsevier
Perhaps the most mature area of multi-scale systems biology is the modelling of the heart.
Current models are grounded in over fifty years of research in the development of …

A threshold equation for action potential initiation

J Platkiewicz, R Brette - PLoS computational biology, 2010 - journals.plos.org
In central neurons, the threshold for spike initiation can depend on the stimulus and varies
between cells and between recording sites in a given cell, but it is unclear what mechanisms …

[HTML][HTML] Human cortical pyramidal neurons: from spines to spikes via models

G Eyal, MB Verhoog, G Testa-Silva… - Frontiers in cellular …, 2018 - frontiersin.org
We present detailed models of pyramidal cells from human neocortex, including models on
their excitatory synapses, dendritic spines, dendritic NMDA-and somatic/axonal Na+ spikes …

Dynamics and bifurcations of the adaptive exponential integrate-and-fire model

J Touboul, R Brette - Biological cybernetics, 2008 - Springer
Recently, several two-dimensional spiking neuron models have been introduced, with the
aim of reproducing the diversity of electrophysiological features displayed by real neurons …

Spike-Threshold Adaptation Predicted by Membrane Potential Dynamics In Vivo

B Fontaine, JL Peña, R Brette - PLoS computational biology, 2014 - journals.plos.org
Neurons encode information in sequences of spikes, which are triggered when their
membrane potential crosses a threshold. In vivo, the spiking threshold displays large …

Theoretical relation between axon initial segment geometry and excitability

S Goethals, R Brette - Elife, 2020 - elifesciences.org
In most vertebrate neurons, action potentials are triggered at the distal end of the axon initial
segment (AIS). Both position and length of the AIS vary across and within neuron types, with …

Impact of fast sodium channel inactivation on spike threshold dynamics and synaptic integration

J Platkiewicz, R Brette - PLoS computational biology, 2011 - journals.plos.org
Neurons spike when their membrane potential exceeds a threshold value. In central
neurons, the spike threshold is not constant but depends on the stimulation. Thus, input …

Sharpness of spike initiation in neurons explained by compartmentalization

R Brette - PLoS computational biology, 2013 - journals.plos.org
In cortical neurons, spikes are initiated in the axon initial segment. Seen at the soma, they
appear surprisingly sharp. A standard explanation is that the current coming from the axon …