Four-dimensional Spherical Model of Emotions
| Autor: | Alexander V. Vartanov, Irine I. Vartanova |
|---|---|
| Rok vydání: | 2018 |
| Předmět: |
Artificial neural network
Basis (linear algebra) Computer science business.industry Cognition 02 engineering and technology Measure (mathematics) 03 medical and health sciences 0302 clinical medicine 0202 electrical engineering electronic engineering information engineering Code (cryptography) General Earth and Planetary Sciences Emotional relationship 020201 artificial intelligence & image processing State (computer science) Artificial intelligence business 030217 neurology & neurosurgery General Environmental Science Curse of dimensionality |
| Zdroj: | BICA |
| ISSN: | 1877-0509 |
| DOI: | 10.1016/j.procs.2018.11.096 |
| Popis: | The four-dimensional spherical model of emotions, which is anthropomorphic and neurotropic because it reflects a subjective attitude of the person as well as the work of the neural systems, is presented as a universal "measure" in organizing the committee of neural networks. The article shows the necessity of standardizing the outputs of individual local analyzers (neural networks, forming the committee) according to the dimensionality and "code" as it is realized in the motor system of vertebrates. The proposed four-dimensional model can be used as a general classification system for emotional phenomena, combining both physiological concepts of the brain mechanisms of emotional regulation and known psychological classifications, obtained on the basis of different experimental data. As a result, this model is anthropomorphic (because it reflects the subjective attitude of a person) and neurotropic (because it reflects neural mechanisms) and it allows to quantitatively describe and visually present changes in the current state of a person or their emotional relationship. The model can become a basis in constructing a device, based on biologically inspired cognitive architectures, to become a "chairperson" in the neural network committee. |
| Databáze: | OpenAIRE |
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