Estimating parameters and predicting membrane voltages with conductance-based neuron models

Neurons within the Same Network Independently Achieve Conserved Output by Differentially Balancing Variable Conductance Magnitudes

(2013) J. L. Ransdell et al.   JOURNAL OF NEUROSCIENCE

Elemental gesture dynamics are encoded by song premotor cortical neurons

(2013) Ana Amador et al.   NATURE

Dynamical estimation of neuron and network properties II: path integral Monte Carlo methods

(2012) Mark Kostuk et al.   BIOLOGICAL CYBERNETICS

Models of Electrical Activity: Calibration and Prediction Testing on the Same Cell

(2012) Maurizio Tomaiuolo et al.   BIOPHYSICAL JOURNAL

Exploiting mathematical models to illuminate electrophysiological variability between individuals

(2012) Amrita X. Sarkar et al.   JOURNAL OF PHYSIOLOGY-LONDON

Single Action Potentials and Subthreshold Electrical Events Imaged in Neurons with a Fluorescent Protein Voltage Probe

(2012) Lei Jin et al.   NEURON

A Self-Organizing State-Space-Model Approach for Parameter Estimation in Hodgkin-Huxley-Type Models of Single Neurons

(2012) Dimitrios V. Vavoulis et al.   PLoS Computational Biology

Dynamical estimation of neuron and network properties I: variational methods

(2011) Bryan A. Toth et al.   BIOLOGICAL CYBERNETICS

Inferring and quantifying the role of an intrinsic current in a mechanism for a half-center bursting oscillation

(2011) Robert Clewley   JOURNAL OF BIOLOGICAL PHYSICS

The use of automated parameter searches to improve ion channel kinetics for neural modeling

(2011) Eric B. Hendrickson et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

Global parameter estimation of an Hodgkin–Huxley formalism using membrane voltage recordings: Application to neuro-mimetic analog integrated circuits

(2011) Laure Buhry et al.   NEUROCOMPUTING

Rhythmic behaviour and pattern-generating circuits in the locust: Key concepts and recent updates

(2010) Amir Ayali et al.   JOURNAL OF INSECT PHYSIOLOGY

SYMPOSIUM REVIEW: Going native: voltage-gated potassium channels controlling neuronal excitability

(2010) Jamie Johnston et al.   JOURNAL OF PHYSIOLOGY-LONDON

Support for a synaptic chain model of neuronal sequence generation

(2010) Michael A. Long et al.   NATURE

Analysis and functional implications of phosphorylation of neuronal voltage-gated potassium channels

(2010) Oscar Cerda et al.   NEUROSCIENCE LETTERS

NeuroML: A Language for Describing Data Driven Models of Neurons and Networks with a High Degree of Biological Detail

(2010) Padraig Gleeson et al.   PLoS Computational Biology

Neuron-Specific Cholinergic Modulation of a Forebrain Song Control Nucleus

(2009) Stephen D. Shea et al.   JOURNAL OF NEUROPHYSIOLOGY

Effective actions for statistical data assimilation

(2009) Henry D.I. Abarbanel   PHYSICS LETTERS A

Dynamical State and Parameter Estimation

(2009) Henry D. I. Abarbanel et al.   SIAM JOURNAL ON APPLIED DYNAMICAL SYSTEMS

Made-to-order spiking neuron model equipped with a multi-timescale adaptive threshold

(2009) Ryota Kobayashi   Frontiers in Computational Neuroscience

Smoothing of, and Parameter Estimation from, Noisy Biophysical Recordings

(2009) Quentin J. M. Huys et al.   PLoS Computational Biology

Evaluating automated parameter constraining procedures of neuron models by experimental and surrogate data

(2008) Shaul Druckmann et al.   BIOLOGICAL CYBERNETICS

The quantitative single-neuron modeling competition

(2008) Renaud Jolivet et al.   BIOLOGICAL CYBERNETICS

Automated neuron model optimization techniques: a review

(2008) W. Van Geit et al.   BIOLOGICAL CYBERNETICS

Minimal Hodgkin–Huxley type models for different classes of cortical and thalamic neurons

(2008) Martin Pospischil et al.   BIOLOGICAL CYBERNETICS

Using Complicated, Wide Dynamic Range Driving to Develop Models of Single Neurons in Single Recording Sessions

(2008) Kevin H. Hobbs et al.   JOURNAL OF NEUROPHYSIOLOGY

Channel Density Distributions Explain Spiking Variability in the Globus Pallidus: A Combined Physiology and Computer Simulation Database Approach

(2008) C. Gunay et al.   JOURNAL OF NEUROSCIENCE

Telencephalic Neurons Monosynaptically Link Brainstem and Forebrain Premotor Networks Necessary for Song

(2008) T. F. Roberts et al.   JOURNAL OF NEUROSCIENCE

On Large-Scale Diagonalization Techniques for the Anderson Model of Localization

(2008) Olaf Schenk et al.   SIAM REVIEW

A benchmark test for a quantitative assessment of simple neuron models

(2007) Renaud Jolivet et al.   JOURNAL OF NEUROSCIENCE METHODS

A path integral method for data assimilation

(2007) Juan M. Restrepo   PHYSICA D-NONLINEAR PHENOMENA