BioInformation processing: a primer on computational cognitive science
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Singapore
Springer
[2016]
|
| Series: | Cognitive science and technology
|
| Subjects: | |
| Online Access: | BTU01 FAB01 FAW01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Abstract Inhaltsverzeichnis |
| Physical Description: | 1 Online Ressource (xxxv, 570 Seiten) |
| ISBN: | 9789812878717 |
| DOI: | 10.1007/978-981-287-871-7 |
Staff View
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Record in the Search Index
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| adam_text | BIOINFORMATION PROCESSING
/ PETERSON, JAMES K.
: 2016
ABSTRACT / INHALTSTEXT
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
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
BIOINFORMATION PROCESSING
/ PETERSON, JAMES K.
: 2016
TABLE OF CONTENTS / INHALTSVERZEICHNIS
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
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Peterson, James K. |
| author_facet | Peterson, James K. |
| author_role | aut |
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| author_variant | j k p jk jkp |
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| bvnumber | BV043422928 |
| collection | ZDB-2-ENG |
| ctrlnum | (OCoLC)943790928 (DE-599)BVBBV043422928 |
| dewey-full | 006.3 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3 |
| dewey-search | 006.3 |
| dewey-sort | 16.3 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| doi_str_mv | 10.1007/978-981-287-871-7 |
| format | Electronic eBook |
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| illustrated | Not Illustrated |
| indexdate | 2025-02-20T06:52:53Z |
| institution | BVB |
| isbn | 9789812878717 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028840819 |
| oclc_num | 943790928 |
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| physical | 1 Online Ressource (xxxv, 570 Seiten) |
| psigel | ZDB-2-ENG ZDB-2-ENG_2016 |
| publishDate | 2016 |
| publishDateSearch | 2016 |
| publishDateSort | 2016 |
| publisher | Springer |
| record_format | marc |
| series2 | Cognitive science and technology |
| spellingShingle | Peterson, James K. BioInformation processing a primer on computational cognitive science 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 Ingenieurwissenschaften Künstliche Intelligenz |
| title | BioInformation processing a primer on computational cognitive science |
| title_auth | BioInformation processing a primer on computational cognitive science |
| title_exact_search | BioInformation processing a primer on computational cognitive science |
| title_full | BioInformation processing a primer on computational cognitive science James K. Peterson |
| title_fullStr | BioInformation processing a primer on computational cognitive science James K. Peterson |
| title_full_unstemmed | BioInformation processing a primer on computational cognitive science James K. Peterson |
| title_short | BioInformation processing |
| title_sort | bioinformation processing a primer on computational cognitive science |
| title_sub | a primer on computational cognitive science |
| topic | 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 Ingenieurwissenschaften Künstliche Intelligenz |
| topic_facet | 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 Ingenieurwissenschaften Künstliche Intelligenz |
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