A Comparative Study on Determining Nonlinear Function Parameters of the Izhikevich Neuron Model
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Recai Kiliç | Nimet Korkmaz | Ismail Öztürk | Adem Kalinli | A. Kalinli | R. Kılıç | N. Korkmaz | Ismail Öztürk
[1] C. Morris,et al. Voltage oscillations in the barnacle giant muscle fiber. , 1981, Biophysical journal.
[2] J. Cowan,et al. Excitatory and inhibitory interactions in localized populations of model neurons. , 1972, Biophysical journal.
[3] J. Nagumo,et al. On a response characteristic of a mathematical neuron model , 1972, Kybernetik.
[4] Marconi Kolm Madrid,et al. A method for Lyapunov spectrum estimation using cloned dynamics and its application to the discontinuously-excited FitzHugh–Nagumo model , 2012 .
[5] Susan L. Wearne,et al. The role of action potential shape and parameter constraints in optimization of compartment models , 2006, Neurocomputing.
[6] James M. Bower,et al. A Comparative Survey of Automated Parameter-Search Methods for Compartmental Neural Models , 1999, Journal of Computational Neuroscience.
[7] J. Hindmarsh,et al. A model of neuronal bursting using three coupled first order differential equations , 1984, Proceedings of the Royal Society of London. Series B. Biological Sciences.
[8] Wulfram Gerstner,et al. Reduction of the Hodgkin-Huxley Equations to a Single-Variable Threshold Model , 1997, Neural Computation.
[9] Karim Faez,et al. Multiplier-less digital implementation of neuron-astrocyte signalling on FPGA , 2015, Neurocomputing.
[10] T. Sharpee,et al. Estimating linear–nonlinear models using Rényi divergences , 2009, Network.
[11] Eugene M. Izhikevich,et al. Simple model of spiking neurons , 2003, IEEE Trans. Neural Networks.
[12] Stephen P. DeWeerth,et al. A parameter-space search algorithm tested on a Hodgkin–Huxley model , 2007, Biological Cybernetics.
[13] Naresh R. Shanbhag,et al. Embedded Algorithmic Noise-Tolerance for Signal Processing and Machine Learning Systems via Data Path Decomposition , 2016, IEEE Transactions on Signal Processing.
[14] Joël Tabak,et al. Parameter Estimation Methods for Single Neuron Models , 2000, Journal of Computational Neuroscience.
[15] Domenico Parisi,et al. Recombination and unsupervised learning: effects of crossover in the genetic optimization of neural networks , 1992 .
[16] Frances K. Skinner,et al. Parameter estimation in single-compartment neuron models using a synchronization-based method , 2007, Neurocomputing.
[17] Erik De Schutter,et al. Automated neuron model optimization techniques: a review , 2008, Biological Cybernetics.
[18] Olli Yli-Harja,et al. Comparison of automated parameter estimation methods for neuronal signaling networks , 2006, Neurocomputing.
[19] A. Hodgkin,et al. A quantitative description of membrane current and its application to conduction and excitation in nerve , 1952, The Journal of physiology.