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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας: Peterson, James K. (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Singapore : Springer Singapore : Imprint: Springer, 2016.
Έκδοση:1st ed. 2016.
Σειρά:Cognitive Science and Technology,
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • 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.