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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Detaylı Bibliyografya
Yazar: Peterson, James K. (Yazar)
Müşterek Yazar: SpringerLink (Online service)
Materyal Türü: e-Kitap
Dil:İngilizce
Baskı/Yayın Bilgisi: Singapore : Springer Nature Singapore : 2016.
Imprint: Springer,
Edisyon:1st ed. 2016.
Seri Bilgileri:Cognitive Science and Technology,
Konular:
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.
Online Erişim:Full-text access
İçindekiler:
  • 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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