The Resource Cognitive Phase Transitions in the Cerebral Cortex - Enhancing the Neuron Doctrine by Modeling Neural Fields, by Robert Kozma, Walter J. Freeman, (electronic resource)

Cognitive Phase Transitions in the Cerebral Cortex - Enhancing the Neuron Doctrine by Modeling Neural Fields, by Robert Kozma, Walter J. Freeman, (electronic resource)

Label
Cognitive Phase Transitions in the Cerebral Cortex - Enhancing the Neuron Doctrine by Modeling Neural Fields
Title
Cognitive Phase Transitions in the Cerebral Cortex - Enhancing the Neuron Doctrine by Modeling Neural Fields
Statement of responsibility
by Robert Kozma, Walter J. Freeman
Creator
Contributor
Author
Provider
Subject
Language
eng
Summary
This intriguing book was born out of the many discussions the authors had in the past 10 years about the role of scale-free structure and dynamics in producing intelligent behavior in brains. The microscopic dynamics of neural networks is well described by the prevailing paradigm based in a narrow interpretation of the neuron doctrine. This book broadens the doctrine by incorporating the dynamics of neural fields, as first revealed by modeling with differential equations (K-sets). The book broadens that approach by application of random graph theory (neuropercolation). The book concludes with diverse commentaries that exemplify the wide range of mathematical/conceptual approaches to neural fields. This book is intended for researchers, postdocs, and graduate students, who see the limitations of network theory and seek a beachhead from which to embark on mesoscopic and macroscopic neurodynamics
Member of
http://library.link/vocab/creatorName
Kozma, Robert
Image bit depth
0
LC call number
Q342
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Freeman, Walter J.
  • SpringerLink
Series statement
Studies in Systems, Decision and Control,
Series volume
39
http://library.link/vocab/subjectName
  • Engineering
  • Artificial intelligence
  • Computational intelligence
  • Computational complexity
  • Cognitive psychology
  • Engineering
  • Computational Intelligence
  • Artificial Intelligence (incl. Robotics)
  • Complexity
  • Cognitive Psychology
Label
Cognitive Phase Transitions in the Cerebral Cortex - Enhancing the Neuron Doctrine by Modeling Neural Fields, by Robert Kozma, Walter J. Freeman, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Dimensions
unknown
Edition
1st ed. 2016.
Extent
XXV, 262 p. 57 illus., 26 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319244068
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-24406-8
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-24406-8
Label
Cognitive Phase Transitions in the Cerebral Cortex - Enhancing the Neuron Doctrine by Modeling Neural Fields, by Robert Kozma, Walter J. Freeman, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Dimensions
unknown
Edition
1st ed. 2016.
Extent
XXV, 262 p. 57 illus., 26 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319244068
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-24406-8
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-24406-8

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