Spiking neuron models : single neurons, populations, plasticity /

Aimed at courses in computational neuroscience, theoretical biology, biophysics, or neural networks, this text will suit students of physics, mathematics, or computer science, as well as biologists who are interested in mathematical modelling. A large number of worked examples are embedded in the pr...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Gerstner, Wulfram
Otros Autores: Kistler, Werner M., 1969-
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cambridge, U.K. ; New York : Cambridge University Press, 2002.
Temas:
Neurons.
Neural networks (Neurobiology)
Neuroplasticity.
Computational neuroscience.
Neural circuitry.
Neurons
Models, Neurological
Nerve Net
Neuronal Plasticity
Neurones.
Réseaux neuronaux (Neurobiologie)
Plasticité neuronale.
Neurosciences informatiques.
Réseaux nerveux.
SOCIAL SCIENCE > Anthropology > Physical.
Neural circuitry
Computational neuroscience
Neuroplasticity
Mathematisches Modell
Nervenerregung
Nervennetz
Plastizität > Physiologie
Cognitieve processen.
Neurowetenschappen.
Neurociências.
Rede nervosa.
Plasticidade neuronal.
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Single Neuron Models
  • Detailed neuron models
  • Two-dimensional neuron models
  • Formal spiking neuron models
  • Noise in spiking neuron models
  • Population Models
  • Population equations
  • Signal transmission and neuronal coding
  • Oscillations and synchrony
  • Spatially structured networks
  • Models of Synaptic Plasticity
  • Hebbian models
  • Learning equations
  • Plasticity and coding.

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