The Resource Artificial neural networks, Seoyun J. Kwon, editor

Artificial neural networks, Seoyun J. Kwon, editor

Label
Artificial neural networks
Title
Artificial neural networks
Statement of responsibility
Seoyun J. Kwon, editor
Contributor
Subject
Language
eng
Member of
Cataloging source
N$T
Dewey number
006.3/2
Illustrations
illustrations
Index
index present
LC call number
QA76.87
LC item number
.A734 2011eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
  • Engineering tools, techniques and tables
  • Mathematics research developments
Label
Artificial neural networks, Seoyun J. Kwon, editor
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
http://library.link/vocab/branchCode
  • net
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
  • ""ARTIFICIAL NEURAL NETWORKS ""; ""ARTIFICIAL NEURAL NETWORKS ""; ""CONTENTS ""; ""PREFACE ""; ""ARTIFICIAL NEURAL NETWORK MODELING OF WATER AND WASTEWATER TREATMENT PROCESSES ""; ""ABSTRACT ""; ""1. INTRODUCTION ""; ""2. TOPOLOGY OF ARTIFICIAL NEURAL NETWORKS ""; ""2.1. Transfer Functions ""; ""2.2. Learning Process ""; ""2.2.1. Supervised Learning ""; ""2.2.2. Reinforcement Learning ""; ""2.2.3. Unsupervised Learning ""; ""2.3. Training Algorithms ""; ""2.3.1. Back Propagation Algorithm ""; ""2.3.1.1. Conjugate Gradient Algorithm ""; ""2.3.1.2. Scaled Conjugate Gradient Algorithm ""
  • ""2.3.2. Quasi-Newton Algorithms """"2.3.3. Levenberg-Marquardt Algorithm ""; ""3. TRAINING, VALIDATION AND TEST OF A NEURAL NETWORK ""; ""3.1. Test of the Fitted Model ""; ""3.2. Relative Importance of Input Variables ""; ""3.3. Improving Generalization ""; ""3.3.1. Regularization ""; ""3.3.2. Early Stopping ""; ""4. APPLICATIONS OF ARTIFICIAL NEURAL NETWORK MODELING""; ""5. ANN MODELING OF ADSORPTION PROCESSES ""; ""6. ANN MODELING OF BIOLOGICAL TREATMENT PROCESSES ""; ""7. ANN MODELING OF ELECTROCHEMICAL TREATMENT PROCESSES ""; ""8. ANN MODELING OF PHOTOCATALYTIC PROCESSES ""
  • ""4.1. ANN in Cerebrovascular Diseases """"4.2. Sleep Apnea""; ""4.3. ANN in Neurodegenerative Disorders ""; ""4.3.1. Alzheimerâ€?s Disease And Other Dementias ""; ""4.3.2. Parkinsonâ€?s Disease ""; ""4.4. ANN in Clinical Neurophysiology (EEG and EMG) ""; ""4.5. ANN in Autism Research ""; ""4.6. ANN in Brain Tumor Studies ""; ""4.7. ANN in Brain Injuries ""; ""5. FUTURE CHALLENGES OF ANN: APPLICATIONS IN NEUROLOGICAL SCIENCES ""; ""6. CONCLUSIONS ""; ""APPENDIX 1. (ONLINE ONLY) ""; ""APPENDIX 2. (ONLINE ONLY) ""; ""APPENDIX 3. (ONLINE ONLY) ""; ""REFERENCES ""
  • ""9. ANN MODELING OF PHOTOOXIDATIVE PROCESSES """"9.1. Fenton and Photoâ€?Fenton Processes ""; ""9.2. UV/H2O2, ozonation and chlorination processes ""; ""CONCLUSIONS ""; ""ACKNOWLEDGMENTS ""; ""REFERENCES ""; ""RECENT ADVANCES AND CHALLENGES IN THE APPLICATION OF ARTIFICIAL NEURAL NETWORKS (ANN) IN NEUROLOGICAL SCIENCES: AN OVERVIEW ""; ""SUMMARY ""; ""1. INTRODUCTION ""; ""2. CLASSIFICATION SYSTEMS AND MEASURES IN MEDICINE AND NEUROLOGY""; ""3. HISTORY AND BASIC DESCRIPTION OF ANN ""; ""4. DEVELOPMENTS AND CURRENT UTILIZATION OF ANN IN NEUROLOGY ""
  • ""DIFFERENT TYPES OF APPLICATIONS PERFORMED WITH DIFFERENT TYPES OF NEURAL NETWORKS """"ABSTRACT ""; ""1. THEORETICAL ASPECTS ""; ""2. NEURAL NETWORK TYPES ""; ""3. NEURAL NETWORK APPLICATIONS ""; ""3.1. Direct Neural Network Modeling ""; ""3.2. Inverse Neural Network Modeling""; ""3.3. Neural Networks Used for the Chemical Process Monitoring ""; ""3.4. Optimization Based on Neural Network Models ""; ""3.5. Neural Networks Used in Process Control ""; ""3.6. Neural Networks as Classification Tools ""; ""3.7. Property Prediction and Molecular Design ""; ""CONCLUSIONS ""; ""REFERENCES""
Control code
ocn780443402
Dimensions
unknown
Extent
1 online resource (xiii, 426 pages)
File format
unknown
Form of item
online
Isbn
9781617616976
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations (some color)
Quality assurance targets
not applicable
http://library.link/vocab/recordID
.b36149664
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)780443402
  • acaebk1617616974

Library Locations

    • Deakin University Library - Geelong Waurn Ponds CampusBorrow it
      75 Pigdons Road, Waurn Ponds, Victoria, 3216, AU
      -38.195656 144.304955
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