BioInformation Processing A Primer on Computational Cognitive Science /

• Main Author: Peterson, James K. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2016.
• Edition: 1st ed. 2016.
• Series: Cognitive Science and Technology,
• Subjects: Engineering.; Artificial intelligence.; Computer graphics.; Neural networks (Computer science).; Physics.; Computational intelligence.; Computational Intelligence.; Theoretical, Mathematical and Computational Physics.; Mathematical Models of Cognitive Processes and Neural Networks.; Artificial Intelligence (incl. Robotics).; Computer Imaging, Vision, Pattern Recognition and Graphics.

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...

Table of Contents:

• 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.