Bio-plausible simulation of three monoamine systems to replicate emotional phenomena in a machine
| Autor: | Jordi Vallverdú, Fail Gafarov, Alexey Leukhin, Max Talanov |
|---|---|
| Rok vydání: | 2018 |
| Předmět: |
0301 basic medicine
Computer science business.industry Cognitive Neuroscience Experimental and Cognitive Psychology Replicate Rat brain 03 medical and health sciences 030104 developmental biology 0302 clinical medicine Artificial Intelligence General Earth and Planetary Sciences Serotonin Artificial intelligence business 030217 neurology & neurosurgery General Environmental Science |
| Zdroj: | BICA |
| ISSN: | 2212-683X |
| DOI: | 10.1016/j.bica.2018.10.007 |
| Popis: | In this paper we present the validation of the three-dimensional model of emotions by Hugo Lovheim the “cube of emotion” via neurosimulation in the NEST. We also present the extension of original “cube of emotion” with the bridge to computational processes parameters. The neurosimulation is done via re-implementation of dopamine (DA), serotonin (5-HT) and noradrenaline (NA) subsystems of a rat brain to replicate 8 basic psycho-emotional states according to the “cube of emotion”. Results of neu-rosimulations indicate the incremental influence of DA and NA over computational resources of a psycho-emotional state while 5-HT decreases the computational resources used to calculate a psycho-emotional state. This way we indicate the feasibility of the bio-plausible re-implementation of psycho-emotional states in a computational system. This approach could be useful extension of decision making and load balancing components of modern artificial agents as well as intelligent robotic systems. |
| Databáze: | OpenAIRE |
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