Applied Neural Networks and Soft Computing.
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| Author / Creator: | Stanimirović, Ivan. |
|---|---|
| Imprint: | Ashland : Arcler Press, 2019. |
| Description: | 1 online resource (234 pages) |
| Language: | English |
| Subject: | |
| Format: | E-Resource Book |
| URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/12648614 |
Table of Contents:
- 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
- 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
- 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