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Computational modeling methods for neuroscientists /

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Bibliographic Details
Other Authors: De Schutter, Erik
Format: Book
Language:English
Published: Cambridge, Mass. : MIT Press, [2010]
Series:Computational neuroscience.
Subjects:
Computational neuroscience.
Neurobiology > Mathematical models.
Models, Neurological.
Neurosciences > methods.
Table of Contents:
  • Differential equations
  • Parameter searching
  • Reaction-diffusion modeling
  • Modeling intracellular calcium dynamics
  • Modeling voltage-dependent channels
  • Modeling synapses
  • Modeling point neurons : from Hodgkin-Huxley to integrate-and-fire
  • Reconstruction of neuronal morphology
  • An approach to capturing neuron morphological diversity
  • Passive cable modeling
  • Modeling complex neurons
  • Realistic modeling of small neuronal networks
  • Large-scale network simulations in systems neuroscience