The Resource Neural Network Data Analysis Using SimulnetTM, by Edward J. Rzempoluck, (electronic resource)

Neural Network Data Analysis Using SimulnetTM, by Edward J. Rzempoluck, (electronic resource)

Label
Neural Network Data Analysis Using SimulnetTM
Title
Neural Network Data Analysis Using SimulnetTM
Statement of responsibility
by Edward J. Rzempoluck
Creator
Author
Author
Subject
Language
  • eng
  • eng
Summary
Scope of this Text This text is intended to provide the reader with an introduction to the analysis of numeri­ cal data using neural networks. Neural networks as data analytic tools allow data to be analyzed in order to discover and model the functional relationships among the recorded variables. Such data may be empirical. It may originate in an experiment in which the values of one or more dependent variables are recorded as one or more independent vari­ ables are manipulated. Alternatively, the data may be observational rather than empirical in nature, representing historical records of the behavior of some set of variables. An ex­ ample would be the values of a number of financial commodities, such as stocks or bonds. Finally, the data may originate in a computational model of some physical proc­ ess. Instead of recording variables of the physical process, the computer model could be run to generate an artificial analog of the physical data. Since data in virtually any native form can be expressed in numerical format, the scope of the analytical techniques and procedures that will be presented in this text is es­ sentially unlimited. Sources of data include research work in a range of disciplines as di­ verse as neuroscience, biomedicine, geophysics, psychology, sociology, archeology, eco­ nomics, and astrophysics. An often fruitful approach to data analysis involves the use of neural network func­ tions
http://library.link/vocab/creatorName
Rzempoluck, Edward J
Dewey number
  • 004
  • 005.74
  • 006.3
  • 006.32
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
MMiKU3AsM0o
Language note
English
LC call number
QA76.9.D3
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/subjectName
  • Database management
  • Artificial intelligence
  • Statistics
  • Database Management
  • Artificial Intelligence
  • Statistics, general
Label
Neural Network Data Analysis Using SimulnetTM, by Edward J. Rzempoluck, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
Contents
Scope of this Text -- What Is Expected from the Reader -- An Outline -- Computer Requirements -- 1 The Simulnet Desktop -- Desktop Components -- 2 Data Analysis -- The Substantive Question -- Neural Network Analysis -- Genetic Algorithms and Neural Networks -- The Probabilistic Network -- The Vector Quantizer Network -- Assessing the Significance of Network Results -- Network Application Examples -- Fractal Dimension Analysis -- Fourier Analysis -- Eigenvalue Analysis -- Coherence and Phase Analysis -- Mutual Information Analysis -- Correlation and Covariance Analysis -- 3 Acquiring and Conditioning Network Data -- Data Specification -- Data Collection -- Data Inspection -- Data Conditioning -- Detrend—Order 0 -- Standardize Columns -- Frequency Filtering -- Principal Component Analysis -- Principal Component Data Reduction -- 4 A Data Analysis Protocol -- A Preprocessing Checklist -- Analyzing Experimental Data
Dimensions
unknown
Edition
1st ed. 1998.
Extent
1 online resource (232 p.)
Form of item
online
Isbn
9781461272625
Media category
computer
Media type code
  • c
Other control number
10.1007/978-1-4612-1746-6
Specific material designation
remote
System control number
  • (CKB)3400000000089683
  • (EBL)1266525
  • (SSID)ssj0000807514
  • (PQKBManifestationID)12347589
  • (PQKBTitleCode)TC0000807514
  • (PQKBWorkID)10756126
  • (PQKB)10620640
  • (SSID)ssj0000934638
  • (PQKBManifestationID)11539274
  • (PQKBTitleCode)TC0000934638
  • (PQKBWorkID)10931904
  • (PQKB)11501238
  • (DE-He213)978-1-4612-1746-6
  • (EXLCZ)993400000000089683
Label
Neural Network Data Analysis Using SimulnetTM, by Edward J. Rzempoluck, (electronic resource)
Publication
Note
Description based upon print version of record
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
Contents
Scope of this Text -- What Is Expected from the Reader -- An Outline -- Computer Requirements -- 1 The Simulnet Desktop -- Desktop Components -- 2 Data Analysis -- The Substantive Question -- Neural Network Analysis -- Genetic Algorithms and Neural Networks -- The Probabilistic Network -- The Vector Quantizer Network -- Assessing the Significance of Network Results -- Network Application Examples -- Fractal Dimension Analysis -- Fourier Analysis -- Eigenvalue Analysis -- Coherence and Phase Analysis -- Mutual Information Analysis -- Correlation and Covariance Analysis -- 3 Acquiring and Conditioning Network Data -- Data Specification -- Data Collection -- Data Inspection -- Data Conditioning -- Detrend—Order 0 -- Standardize Columns -- Frequency Filtering -- Principal Component Analysis -- Principal Component Data Reduction -- 4 A Data Analysis Protocol -- A Preprocessing Checklist -- Analyzing Experimental Data
Dimensions
unknown
Edition
1st ed. 1998.
Extent
1 online resource (232 p.)
Form of item
online
Isbn
9781461272625
Media category
computer
Media type code
  • c
Other control number
10.1007/978-1-4612-1746-6
Specific material designation
remote
System control number
  • (CKB)3400000000089683
  • (EBL)1266525
  • (SSID)ssj0000807514
  • (PQKBManifestationID)12347589
  • (PQKBTitleCode)TC0000807514
  • (PQKBWorkID)10756126
  • (PQKB)10620640
  • (SSID)ssj0000934638
  • (PQKBManifestationID)11539274
  • (PQKBTitleCode)TC0000934638
  • (PQKBWorkID)10931904
  • (PQKB)11501238
  • (DE-He213)978-1-4612-1746-6
  • (EXLCZ)993400000000089683

Library Locations

  • Architecture LibraryBorrow it
    Gould Hall 830 Van Vleet Oval Rm. 105, Norman, OK, 73019, US
    35.205706 -97.445050
  • Bizzell Memorial LibraryBorrow it
    401 W. Brooks St., Norman, OK, 73019, US
    35.207487 -97.447906
  • Boorstin CollectionBorrow it
    401 W. Brooks St., Norman, OK, 73019, US
    35.207487 -97.447906
  • Chinese Literature Translation ArchiveBorrow it
    401 W. Brooks St., RM 414, Norman, OK, 73019, US
    35.207487 -97.447906
  • Engineering LibraryBorrow it
    Felgar Hall 865 Asp Avenue, Rm. 222, Norman, OK, 73019, US
    35.205706 -97.445050
  • Fine Arts LibraryBorrow it
    Catlett Music Center 500 West Boyd Street, Rm. 20, Norman, OK, 73019, US
    35.210371 -97.448244
  • Harry W. Bass Business History CollectionBorrow it
    401 W. Brooks St., Rm. 521NW, Norman, OK, 73019, US
    35.207487 -97.447906
  • History of Science CollectionsBorrow it
    401 W. Brooks St., Rm. 521NW, Norman, OK, 73019, US
    35.207487 -97.447906
  • John and Mary Nichols Rare Books and Special CollectionsBorrow it
    401 W. Brooks St., Rm. 509NW, Norman, OK, 73019, US
    35.207487 -97.447906
  • Library Service CenterBorrow it
    2601 Technology Place, Norman, OK, 73019, US
    35.185561 -97.398361
  • Price College Digital LibraryBorrow it
    Adams Hall 102 307 West Brooks St., Norman, OK, 73019, US
    35.210371 -97.448244
  • Western History CollectionsBorrow it
    Monnet Hall 630 Parrington Oval, Rm. 300, Norman, OK, 73019, US
    35.209584 -97.445414
Processing Feedback ...