Variability, compensation, and modulation in neurons and circuits

E Marder - Proceedings of the National Academy of …, 2011 - National Acad Sciences
I summarize recent computational and experimental work that addresses the inherent
variability in the synaptic and intrinsic conductances in normal healthy brains and shows that …

Invertebrate central pattern generator circuits

AI Selverston - … Transactions of the Royal Society B …, 2010 - royalsocietypublishing.org
There are now a reasonable number of invertebrate central pattern generator (CPG) circuits
described in sufficient detail that a mechanistic explanation of how they work is possible …

Is realistic neuronal modeling realistic?

M Almog, A Korngreen - Journal of neurophysiology, 2016 - journals.physiology.org
Scientific models are abstractions that aim to explain natural phenomena. A successful
model shows how a complex phenomenon arises from relatively simple principles while …

Facing the challenge of mammalian neural microcircuits: taking a few breaths may help

JL Feldman, K Kam - The Journal of physiology, 2015 - Wiley Online Library
Breathing in mammals is a seemingly straightforward behaviour controlled by the brain. A
brainstem nucleus called the preBötzinger Complex sits at the core of the neural circuit …

A stable brain from unstable components: Emerging concepts and implications for neural computation

AR Chambers, S Rumpel - Neuroscience, 2017 - Elsevier
Neuroscientists have often described the adult brain in similar terms to an electronic circuit
board–dependent on fixed, precise connectivity. However, with the advent of technologies …

Reliable neuromodulation from circuits with variable underlying structure

R Grashow, T Brookings… - Proceedings of the …, 2009 - National Acad Sciences
Recent work argues that similar network performance can result from highly variable sets of
network parameters, raising the question of whether neuromodulation can be reliable across …

Many parameter sets in a multicompartment model oscillator are robust to temperature perturbations

JS Caplan, AH Williams, E Marder - Journal of Neuroscience, 2014 - Soc Neuroscience
Neurons in cold-blooded animals remarkably maintain their function over a wide range of
temperatures, even though the rates of many cellular processes increase twofold, threefold …

A self-organizing state-space-model approach for parameter estimation in Hodgkin-Huxley-type models of single neurons

DV Vavoulis, VA Straub, JAD Aston… - PLoS Computational …, 2012 - journals.plos.org
Traditional approaches to the problem of parameter estimation in biophysical models of
neurons and neural networks usually adopt a global search algorithm (for example, an …

Electrosensory midbrain neurons display feature invariant responses to natural communication stimuli

T Aumentado-Armstrong, MG Metzen… - PLoS Computational …, 2015 - journals.plos.org
Neurons that respond selectively but in an invariant manner to a given feature of natural
stimuli have been observed across species and systems. Such responses emerge in higher …

Experimentally guided modelling of dendritic excitability in rat neocortical pyramidal neurones

N Keren, D Bar‐Yehuda… - The Journal of …, 2009 - Wiley Online Library
Constructing physiologically relevant compartmental models of neurones is critical for
understanding neuronal activity and function. We recently suggested that measurements …