Brain Dynamics An Introduction to Models and Simulations /

Brain Dynamics serves to introduce graduate students and nonspecialists from various backgrounds to the field of mathematical and computational neurosciences. Some of the advanced chapters will also be of interest to the specialists. The book approaches the subject through pulse-coupled neural netw...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Haken, Hermann (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2008.
Edición:2nd ed. 2008.
Colección:Springer Series in Synergetics,
Temas:
Biophysics.
Medical physics.
System theory.
Mathematics.
Neurosciences.
Artificial intelligence.
Medical Physics.
Complex Systems.
Applications of Mathematics.
Neuroscience.
Artificial Intelligence.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Basic Experimental Facts and Theoretical Tools
  • The Neuron - Building Block of the Brain
  • Neuronal Cooperativity
  • Spikes, Phases, Noise: How to Describe Them Mathematically? We Learn a Few Tricks and Some Important Concepts
  • Spiking in Neural Nets
  • The Lighthouse Model. Two Coupled Neurons
  • The Lighthouse Model. Many Coupled Neurons
  • Integrate and Fire Models (IFM)
  • Many Neurons, General Case, Connection with Integrate and Fire Model
  • Pattern Recognition Versus Synchronization: Pattern Recognition
  • Pattern Recognition Versus Synchronization: Synchronization and Phase Locking
  • Phase Locking, Coordination and Spatio-Temporal Patterns
  • Phase Locking via Sinusoidal Couplings
  • Pulse-Averaged Equations
  • Conclusion
  • The Single Neuron
  • Conclusion and Outlook
  • Solutions to Exercises.

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