Parameter Identification Problem in the Hodgkin-Huxley Model

A computational approach for the inverse problem of neuronal conductances determination

(2020) Jemy A. Mandujano Valle et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

Modern regularization methods for inverse problems

(2018) Martin Benning et al.   ACTA NUMERICA

A New Gradient Method for Ill-Posed Problems

(2017) Andreas Neubauer   NUMERICAL FUNCTIONAL ANALYSIS AND OPTIMIZATION

Parameter identifiability and identifiable combinations in generalized Hodgkin–Huxley models

(2016) Olivia J. Walch et al.   NEUROCOMPUTING

Determining a distributed conductance parameter for a neuronal cable model defined on a tree graph

(2015) Sergei Avdonin et al.   Inverse Problems and Imaging

Cortical Interneuron Subtypes Vary in Their Axonal Action Potential Properties

(2015) Amanda E. Casale et al.   JOURNAL OF NEUROSCIENCE

Hodgkin–Huxley revisited: reparametrization and identifiability analysis of the classic action potential model with approximate Bayesian methods

(2015) Aidan C. Daly et al.   Royal Society Open Science

Determining a distributed parameter in a neural cable model via a boundary control method

(2012) Sergei Avdonin et al.   JOURNAL OF MATHEMATICAL BIOLOGY

The origin of extracellular fields and currents — EEG, ECoG, LFP and spikes

(2012) György Buzsáki et al.   NATURE REVIEWS NEUROSCIENCE

Automated Parameter Estimation of the Hodgkin-Huxley Model Using the Differential Evolution Algorithm: Application to Neuromimetic Analog Integrated Circuits

(2011) Laure Buhry et al.   NEURAL COMPUTATION

Identifiability analysis and parameter estimation of a single Hodgkin–Huxley type voltage dependent ion channel under voltage step measurement conditions

(2011) Dávid Csercsik et al.   NEUROCOMPUTING

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

Connecting Mean Field Models of Neural Activity to EEG and fMRI Data

(2010) Ingo Bojak et al.   BRAIN TOPOGRAPHY