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EBSCO_on1085217193 |
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|a UAMI
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|a Stanimirović, Ivan.
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|a Applied Neural Networks and Soft Computing.
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|a Ashland :
|b Arcler Press,
|c 2019.
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|a 1 online resource (234 pages)
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|a text
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|a computer
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|a Cover; Half Title Page; Title page; Copyright Page; About the Author; Table of Contents; List of Figures; List of Tables; Preface; Chapter 1 Introduction; 1.1. Differences Between The Brain and A Computer; 1.2. Artificial Neural Networks; 1.3. Definition and Characteristics; 1.4. Processing Stages; 1.5. Training or Learning; Chapter 2 Application of an Intelligent Hopfield Neural Networks For Face Recognition; 2.1. Methods And Techniques In Face Recognition Of Digital Images; 2.2. Face Recognition Using Artificial Neural Networks; 2.3. Feature Extraction Techniques; 2.4. Pattern Recognition
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|a 2.5. Association and Classification2.6. Natural Language Processing; 2.7. Network Layer: Perceptron, Adaline, And Madaline; 2.8. Backpropagation; 2.9. Validation; Chapter 3 Artificial Neural Networks; 3.1. Introduction; 3.2. Analogy With The Brain; 3.3. Neural Networks; 3.4. Network Operation; 3.5. Operation of The Layers; 3.6. What Makes The Different Neurocomputation; 3.7. Pattern Recognition; 3.8. Power Synthesis; 3.9. Frank Rosenblatt's Perceptron; 3.10. Backpropagation; Chapter 4 Neural Networks Applied to the Analysis of Images; 4.1. Introduction To Patterns In Image Recognition
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|a 4.2. Digital Images4.3. Applying Neural Networks; Chapter 5 Image Analysis System; 5.1. System Structure; 5.2. Analysis of The Image; 5.3. Architecture; 5.4. Image Processing; 5.5. Training Process; Chapter 6 Design and Construction of A System For Detecting Electromyographic Signals Using Neural Networks; 6.1. Electrodes; 6.2. Electromyography; 6.3. Electronic Fundamentals; 6.4. The Electromyograph; 6.5. Design And Construction Of The Prototype For The Acquisition of Electromyographic Signals With Bipolar Source; Chapter 7 Conclusions; Bibliography; Index
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|a eBooks on EBSCOhost
|b EBSCO eBook Subscription Academic Collection - Worldwide
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|a Neural networks (Computer science)
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650 |
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|a Neural networks (Neurobiology)
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650 |
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|a Réseaux neuronaux (Informatique)
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650 |
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|a Réseaux neuronaux (Neurobiologie)
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|a Neural networks (Computer science)
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|i Print version:
|a Stanimirovic, Ivan.
|t Applied Neural Networks and Soft Computing.
|d Ashland : Arcler Press, ©2019
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856 |
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