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Modeling in the neurosciences from ionic channels to neural networks

Roman R Poznanski

Amsterdam Harwood Academic Publishers c1999

  • Título:
    Modeling in the neurosciences from ionic channels to neural networks
  • Autor: Roman R Poznanski
  • Assuntos: Computational neuroscience; REDES NEURAIS (COLETÂNEA); Models, Neurological; Computer Simulation; Neurons -- physiology; Neurosciences -- methods
  • Notas: Includes bibliographical references and index
  • Descrição: Ch. 1. Introduction to modeling in the neurosciences-- Ch. 2. Statistical analysis of ionic channel current fluctuations-- Ch. 3. Physiological and statistical approaches to modeling of synaptic responses-- Ch. 4. Natural varia bility in the geometry of dendritic branching patterns-- Ch. 5. The multiple equivalent cylinder model-- Ch. 6. Voltage transients in multipolar neurons with tapering dendrites-- Ch. 7. The Lanczos procedure for generating equi valent cables Ch. 8. Parameter estimation algorithms for the shunt cable model-- Ch. 9. Determination of cable parameters for neurons with gap junctions-- Ch. 10. Syncytial intergration in the outer retina-- Ch. 11. Ionic current model of th e outer retinal cells-- Ch. 12. Ephaptic interactions between neurons. The example of the hippocampus-- Ch. 13. Numerical modeling of neocortical pyramidal cells-- Ch. 14. Some problems arising in models of conduction in excita ble dendrites Ch. 15. Semi-quantitative theory of bistable dendrites with wind-up-- Ch. 16. Bifurcation analysis of neuronal excitability and oscillations-- Ch. 17. Dynamics of associative memory networks-- Ch. 18. Analysis and synthesis of morphologically realistic neural networks
  • Editor: Amsterdam Harwood Academic Publishers
  • Data de criação/publicação: c1999
  • Formato: xiii, 536 p., [3] p. of plates ill. (some col.) 26 cm.
  • Idioma: Inglês
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  • Realização: ABCD-USP USP   Logos de Redes Sociais: Freepik

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