Parameter estimation methods for single neuron models

Journal of Computational Neuroscience

Volumn 9, Issue 3, 2000, Pages 215-236

  Tabak, Joël ^a,b   Murphey, C Richard ^c   Moore, L E ^d  

^a UNIVERSITÉ DE RENNES 1   (France)

^b NATIONAL INSTITUTE OF NEUROLOGICAL DISORDERS AND STROKE   (United States)

^c UNIVERSITY OF TEXAS MEDICAL BRANCH   (United States)

^d UNIVERSITÉ PARIS DESCARTES   (France)

Author keywords

Frequency domain; Model identification; Sensitivity analysis; Time domain

Indexed keywords

FREQUENCY DOMAIN ANALYSIS; FREQUENCY ESTIMATION; SENSITIVITY ANALYSIS; TIME DOMAIN ANALYSIS;

COMPLEX MODEL; COMPUTER TECHNOLOGY; DENDRITICS; FREQUENCY DOMAINS; MODEL IDENTIFICATION; NEURON MODELING; PARAMETER ESTIMATION METHOD; SIMPLE++; SINGLE-NEURON MODELS; TIME DOMAIN;

NEURONS;

POTASSIUM ION; SODIUM ION;

ANALYTICAL PARAMETERS; ARTICLE; COMPUTER SYSTEM; DENDRITE; ELECTRIC POTENTIAL; MATHEMATICAL MODEL; NERVE CELL MEMBRANE CONDUCTANCE; NERVE CELL MEMBRANE POTENTIAL; NERVE CELL STIMULATION; NEUROSCIENCE; PHYSICAL SENSITIVITY; POTASSIUM CONDUCTANCE; POTASSIUM CURRENT; PRIORITY JOURNAL; SODIUM CONDUCTANCE; SOMATIC CELL; STEADY STATE; STIMULUS RESPONSE;

EID: 0034531768     PISSN: 09295313     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1026531603628     Document Type: Article

References (29)

1. Estimation of electrotonic parameters of neurons using an inverse fourier transform technique
2. Exploring parameter space in detailed single neuron models: Simulations of the mitral and granule cell of the olfactory bulb
3. The intrinsic electrophysiological characteristics of fly lobula plate tangential cells: I. Passive membrane properties
4. Electrotonic characteristics of alpha motoneurones of varying size
5. A polyalgorithm for the numerical solution of ordinary differential equations
6. An adaptive nonlinear least-squares algorithm
7. The somatic shunt cable model for neurons
8. Significance of conductances in Hodgkin-Huxley models
9. A quantitative description of membrane currents and its application to conduction and excitation in nerve
10. Cable properties of a neuron model with non-uniform resistivity
11. Constraining non-uniqueness in passive electrical models of cortical pyramidal neurones
12. Detailed passive models of whole-cell recorded CA3 pyramidal neurons in rat hippocampal slices
13. Subthreshold behavior and phenomenological impedance of the squid giant axon
14. White noise analysis of cable properties of neuroblastoma cells and lamprey central neurons
15. Voltage-clamp frequency domain analysis of NMDA-activated neurons
16. Quantitative analysis of electrotonic structure and membrane properties of NMDA-activated lamprey spinal neurones
17. Estimation of membrane properties from step current measurement of Xenopus neurons
18. A simplex algorithm for function minimization
19. Time constants and electronic length of membrane cylinders and neurons
20. Membrane properties of dentate gyrus cells: Comparison of sharp microelectrode and whole-cell recording
21. The modelling of pyramidal neurones in the visual cortex
22. Recovery of cable properties through active and passive modeling of subthreshold membrane responses from laterodorsal tegmental neurons
23. Simulation and parameter estimation study of a simple neuronal model for rhythm generation: Role of NMDA and non-NMDA receptors
24. Estimation methods in locomotion network activity
25. Parameter search in compartmental models using genetic algorithms
26. The parameter estimation problem for the somatic shunt model
27. White noise approach for estimating the passive electrical properties of neurons
28. Identification models of the nervous system