Analysis of neuronal spike trains, deconstructed

J Aljadeff, BJ Lansdell, AL Fairhall, D Kleinfeld - Neuron, 2016 - cell.com
As information flows through the brain, neuronal firing progresses from encoding the world
as sensed by the animal to driving the motor output of subsequent behavior. One of the more …

Fractional differentiation by neocortical pyramidal neurons

BN Lundstrom, MH Higgs, WJ Spain, AL Fairhall - Nature neuroscience, 2008 - nature.com
Neural systems adapt to changes in stimulus statistics. However, it is not known how stimuli
with complex temporal dynamics drive the dynamics of adaptation and the resulting firing …

Functional diversity from generic encoding in insect campaniform sensilla

BH Dickerson, JL Fox, S Sponberg - Current Opinion in Physiology, 2021 - Elsevier
Insect proprioception utilizes hundreds of campaniform sensilla embedded in the
exoskeleton that sense strain. These sensilla are essential for many behaviors, especially …

Perineuronal nets enhance the excitability of fast-spiking neurons

TS Balmer - ENeuro, 2016 - eneuro.org
Perineuronal nets (PNNs) are specialized complexes of extracellular matrix molecules that
surround the somata of fast-spiking neurons throughout the vertebrate brain. PNNs are …

From spiking neuron models to linear-nonlinear models

S Ostojic, N Brunel - PLoS computational biology, 2011 - journals.plos.org
Neurons transform time-varying inputs into action potentials emitted stochastically at a time
dependent rate. The map** from current input to output firing rate is often represented with …

Shifts in coding properties and maintenance of information transmission during adaptation in barrel cortex

M Maravall, RS Petersen, AL Fairhall, E Arabzadeh… - PLoS …, 2007 - journals.plos.org
Neuronal responses to ongoing stimulation in many systems change over time, or “adapt.”
Despite the ubiquity of adaptation, its effects on the stimulus information carried by neurons …

Impact of neuronal properties on network coding: roles of spike initiation dynamics and robust synchrony transfer

S Ratté, S Hong, E De Schutter, SA Prescott - Neuron, 2013 - cell.com
Neural networks are more than the sum of their parts, but the properties of those parts are
nonetheless important. For instance, neuronal properties affect the degree to which neurons …

Intermediate intrinsic diversity enhances neural population coding

SJ Tripathy, K Padmanabhan, RC Gerkin… - Proceedings of the …, 2013 - pnas.org
Cell-to-cell variability in molecular, genetic, and physiological features is increasingly
recognized as a critical feature of complex biological systems, including the brain. Although …

Efficient estimation of detailed single-neuron models

QJM Huys, MB Ahrens… - Journal of …, 2006 - journals.physiology.org
Biophysically accurate multicompartmental models of individual neurons have significantly
advanced our understanding of the input–output function of single cells. These models …

Cooperative nonlinearities in auditory cortical neurons

CA Atencio, TO Sharpee, CE Schreiner - Neuron, 2008 - cell.com
Cortical receptive fields represent the signal preferences of sensory neurons. Receptive
fields are thought to provide a representation of sensory experience from which the cerebral …