BioInformation Processing A Primer on Computational Cognitive Science /

This book shows how mathematics, computer science and science can be usefully and seamlessly intertwined. It begins with a general model of cognitive processes in a network of computational nodes, such as neurons, using a variety of tools from mathematics, computational science and neurobiology. It...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Peterson, James K. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Singapore : Springer Nature Singapore : Imprint: Springer, 2016.
Edición:1st ed. 2016.
Colección:Cognitive Science and Technology,
Temas:
Computational intelligence.
Mathematical physics.
Neural networks (Computer science) .
Artificial intelligence.
Image processing-Digital techniques.
Computer vision.
Computational Intelligence.
Theoretical, Mathematical and Computational Physics.
Mathematical Models of Cognitive Processes and Neural Networks.
Artificial Intelligence.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • BioInformation Processing
  • The Diffusion Equation
  • Integral Transforms
  • The Time Dependent Cable Solution
  • Mammalian Neural Structure
  • Abstracting Principles of Computation
  • Abstracting Principles of Computation
  • Second Messenger Diffusion Pathways
  • The Abstract Neuron Model
  • Emotional Models
  • Generation of Music Data: J. Peterson and L. Dzuris
  • Generation of Painting Data: J. Peterson, L. Dzuris and Q. Peterson
  • Modeling Compositional Design
  • Networks Of Excitable Neurons
  • Training The Model
  • Matrix Feed Forward Networks
  • Chained Feed Forward Architectures
  • Graph Models
  • Address Based Graphs
  • Building Brain Models
  • Models of Cognitive Dysfunction
  • Conclusions
  • Background Reading.

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