Nature of complex number and complex-valued neural networks
β Scribed by Akira Hirose
- Publisher
- SP Higher Education Press
- Year
- 2011
- Tongue
- English
- Weight
- 539 KB
- Volume
- 6
- Category
- Article
- ISSN
- 1673-3584
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## Abstract This paper proposes complex neural networks in the form of a perceptron and an autocorrelation associatron. Their properties are described and the results of computer simulation are presented. The discriminant power of the complex perceptron is nearly twice that of the real perceptron b
Real world processes with an "intensity" and "direction" component can be made complex by convenience of representation (vector fields, radar, sonar), and their processing directly in the field of complex numbers C is not only natural but is also becoming commonplace in modern applications. Yet, ada