Enum: ModelParadigm
Computational paradigm or modeling approach supported by the tool.
URI: tvbo_sw:enum/ModelParadigm
Permissible Values
| Value | Meaning | Description |
|---|---|---|
| neural_mass | wd:Q7003015 | Phenomenological population-rate / neural-mass models |
| mean_field | wd:Q1368960 | Mean-field reductions of spiking networks |
| spiking | wd:Q7579783 | Spiking neuron models (LIF, AdEx, Izhikevich, etc |
| conductance_based | wd:Q72484 | Conductance-based / Hodgkin-Huxley-type models |
| compartmental | wd:Q5155691 | Multi-compartment morphologically detailed models |
| rate_based | wd:Q3685405 | Firing-rate models |
| phase_oscillator | wd:Q634884 | Phase-reduced or Kuramoto-type oscillator models |
| reaction_diffusion | wd:Q851270 | Stochastic or deterministic reaction-diffusion |
| plasticity | wd:Q747830 | Synaptic plasticity (STDP, homeostatic, etc |
| generic | None | General-purpose, not specific to neuroscience |
| multiscale | wd:Q1948412 | Bridging multiple spatial/temporal scales |
| dynamic_mean_field | None | Dynamic mean-field approximation (e |
| data_standard | wd:Q317623 | Data format or exchange standard |
| model_description | None | Declarative model specification language |
| bifurcation_analysis | wd:Q858926 | Dynamical systems bifurcation / continuation analysis |
Slots
| Name | Description |
|---|---|
| model_paradigm | Computational paradigms supported |
Identifier and Mapping Information
Schema Source
- from schema: https://w3id.org/tvbo/software
LinkML Source
name: ModelParadigm
description: Computational paradigm or modeling approach supported by the tool.
from_schema: https://w3id.org/tvbo/software
permissible_values:
neural_mass:
text: neural_mass
description: Phenomenological population-rate / neural-mass models.
meaning: wd:Q7003015
mean_field:
text: mean_field
description: Mean-field reductions of spiking networks.
meaning: wd:Q1368960
spiking:
text: spiking
description: Spiking neuron models (LIF, AdEx, Izhikevich, etc.).
meaning: wd:Q7579783
conductance_based:
text: conductance_based
description: Conductance-based / Hodgkin-Huxley-type models.
meaning: wd:Q72484
compartmental:
text: compartmental
description: Multi-compartment morphologically detailed models.
meaning: wd:Q5155691
rate_based:
text: rate_based
description: Firing-rate models.
meaning: wd:Q3685405
phase_oscillator:
text: phase_oscillator
description: Phase-reduced or Kuramoto-type oscillator models.
meaning: wd:Q634884
reaction_diffusion:
text: reaction_diffusion
description: Stochastic or deterministic reaction-diffusion.
meaning: wd:Q851270
plasticity:
text: plasticity
description: Synaptic plasticity (STDP, homeostatic, etc.).
meaning: wd:Q747830
generic:
text: generic
description: General-purpose, not specific to neuroscience.
multiscale:
text: multiscale
description: Bridging multiple spatial/temporal scales.
meaning: wd:Q1948412
dynamic_mean_field:
text: dynamic_mean_field
description: Dynamic mean-field approximation (e.g., Deco et al.).
data_standard:
text: data_standard
description: Data format or exchange standard.
meaning: wd:Q317623
model_description:
text: model_description
description: Declarative model specification language.
bifurcation_analysis:
text: bifurcation_analysis
description: Dynamical systems bifurcation / continuation analysis.
meaning: wd:Q858926