عنوان
پدید آورنده
موضوع
رده
QH324.2 J364 2016
QH324
.
2
J364
2016
کتابخانه
محل استقرار
9789812878694
9789812878717
9812878696
9812878718
b597204
BioInformation processing :
[Book]
a primer on computational cognitive science
James K. Peterson.
Singapore
Springer
2016
1 recurs en línia (1 recurs en línia (xxxv, 570 pàgines) :) color, il·lustracions.
Cognitive science and technology.
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.
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 then moves on to solve the diffusion model from a low-level random walk point of view. It also demonstrates how this idea can be used in a new approach to solving the cable equation, in order to better understand the neural computation approximations. It introduces specialized data for emotional content, which allows a brain model to be built using MatLab tools, and also highlights a simple model of cognitive dysfunction -- OhioLink Library Catalog.
Bioinformàtica.
Neurociència computacional.
QH324
.
2
J364
2016
James K. Peterson.
James K Peterson
مطالعه متن کتاب [Book]
Y
