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Engineering Applications of Brain Research
• Applications Field of Engineering
* Pattern Recognition, Artificial Vision, Voice Recognition, Artificial Auditory,
Judgment, Inference, Adaptive Control, etc.
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• Human welfare and Neural Networks
* Development of Science Technology → Promote Welfare of Mankind
- Article 2 of Revolution: Mechanization
- Article 3 of Revolution: Artificial Mechanization
* How give Intelligence to Machine
- Brain Function Imitation → Personally Intelligence Accumulation of Own
(Neural Network Technique)
- Intelligence → Expression by Mechanism → Programmed into Logical Structure
(Artificial Intelligence Technique)
◎ Reasonable Approach How
Neural Network Technique
>
Artificial Intelligence Technique
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• Pattern Recognition & Artificial Vision
* Pattern Recognition System
- Preprocessing: Background Vision → Pattern Segmentation
- Recognizer: Feature Extraction of Recognized Pattern
- Postprocessing: Recognized Result → Selective Attention Concentration
* Artificial Vision
- Invariant Characteristics of Input Patterns(Position, Size, Rotation) + Slow for Noise
• Voice Recognition & Artificial Auditory
* Only Isolated Voice Recognition (Commercialization)
* Artificial Auditory
- Excellent Neural Network on Generalization Performance
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• Judgment & Inference
* Judgment Using Field: Multilayer Perceptron, PBF(Radial Basis Function), etc.
* Inference: Generalization Function of Neural Networks
• Adaptive Control
* Neural Network Control System
→ Some Process Control(O), but
• Other Applications
* Signal Processing Field, Medical Field, Control of ATM, Control and Fault
Diagnosis of Satellite Communications, etc.
• For Artificial Brain
* Final Goal of Brain Research in Engineering: Artificial Brain Development
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