ModelDB: Models that contain the Model Topic : Parameter Fitting

Models that contain the Model Topic : Parameter Fitting

(Adjusting parameters that occur in equations that describe neuronal systems or subsystems through either manual or automated (optimization) methods.)

Models
A set of reduced models of layer 5 pyramidal neurons (Bahl et al. 2012)
AP shape and parameter constraints in optimization of compartment models (Weaver and Wearne 2006)
Artificial neuron model (Izhikevich 2003)
Contrast invariance by LGN synaptic depression (Banitt et al. 2007)
Correcting space clamp in dendrites (Schaefer et al. 2003 and 2007)
Data-driven, HH-type model of the lateral pyloric (LP) cell in the STG (Nowotny et al. 2008)
Dentate gyrus granule cell: subthreshold signal processing (Schmidt-Hieber et al. 2007)
Detailed passive cable model of Dentate Gyrus Basket Cells (Norenberg et al. 2010)
Dopamine-modulated medium spiny neuron, reduced model (Humphries et al. 2009)
Excitability of PFC Basal Dendrites (Acker and Antic 2008)
FS Striatal interneuron: K currents solve signal-to-noise problems (Kotaleski et al 2006)
Globus pallidus multi-compartmental model neuron with realistic morphology (Gunay et al. 2008)
Hodgkin-Huxley models of different classes of cortical neurons (Pospischil et al. 2008)
I A in Kenyon cells resemble Shaker currents (Pelz et al 1999)
L5b PC model constrained for BAC firing and perisomatic current step firing (Hay et al., 2011)
Low Threshold Calcium Currents in TC cells (Destexhe et al 1998)
Motion Clouds: Synthesis of random textures for motion perception (Leon et al. 2012)
Multiscale model of olfactory receptor neuron in mouse (Dougherty 2009)
MyFirstNEURON (Houweling, Sejnowski 1997)
NEUROFIT: fitting HH models to voltage clamp data (Willms 2002)
Nodose sensory neuron (Schild et al. 1994, Schild and Kunze 1997)
Olfactory Mitral Cell (Bhalla, Bower 1993)
Olfactory Mitral Cell (Davison et al 2000)
Olfactory Mitral Cell (Shen et al 1999)
Olfactory receptor neuron model (Dougherty et al 2005)
Oversampling method to extract excitatory and inhibitory conductances (Bedard et al. 2012)
Parameter estimation for Hodgkin-Huxley based models of cortical neurons (Lepora et al. 2011)
Phase oscillator models for lamprey central pattern generators (Varkonyi et al. 2008)
Preserving axosomatic spiking features despite diverse dendritic morphology (Hay et al., 2013)
Pyramidal Neuron Deep: attenuation in dendrites (Stuart, Spruston 1998)
Reconstrucing sleep dynamics with data assimilation (Sedigh-Sarvestani et al., 2012)
Response properties of neocort. neurons to temporally modulated noisy inputs (Koendgen et al. 2008)
Spike Response Model simulator (Jolivet et al. 2004, 2006, 2008)

Re-display model names with descriptions

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