Neurocognitive mappings and functions for neuromorphogenesis models in control systems of intelligent ontophylogenetic agents
Z.V. Nagoev
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Abstract. The main scientific problem of this work is the need to develop a formal apparatus for describing processes of onto-neuromorphogenesis, growth and development of axo-dendronal connections among agent neurons in the control neurocognitive architectures of intelligent software agents. The aim of the study is to develop a formal apparatus describing the interaction among elements of multi-agent neurocognitive architectures of agents of universal artificial intelligence. A formal apparatus has been developed to describe multi-agent neurocognitive architectures and processes of situationally conditioned growth and degradation of associative connections in them, inspired by the processes of growth and degradation of axo-dendronal connections in human brain. For the first time concepts have been introduced and formal definitions have been given for multi-agent spaces, coordinates, axes, metrics, protocols, dialogues, replicas and multi-replicas, neurogenesis functions, presynaptic and postsynaptic terminals, correlation and trust coefficients, activation and trust functions, synapses, which are necessary for recording and calculating contracts among actors as part of cognitive architectures of agneurons. For the first time neuro-cognitive functions (mappings) have been introduced that describe the processes of ontoneuromorphogenesis in neurocognitive architectures of intelligent agents.
Keywords: artificial intelligence, multi-agent systems, neurocognitive architectures, neuromorphogenesis, machine learning, ontophylogenetic agents
For citation. Nagoev Z.V. Neurocognitive mappings and functions for neuromorphogenesis models in control systems of intelligent ontophylogenetic agents. News of the Kabardino-Balkarian Scientific Center of RAS. 2024. Vol. 26. No. 6. Pp. 188–196. DOI: 10.35330/1991-6639-2024-26-6-188-196
References
- Nagoev Z.V. Intellektika, ili Myshleniye v zhivykh i iskusstvennykh sistemakh [Intellectics, or Thinking in Living and Artificial Systems]. Nalchik: Publishing House of the Kabardino-Balkarian Scientific Center of the Russian Academy of Sciences, 2013. 235 p. (In Russian)
- Nagoev Z.V. Ontoneuromorphogenetic modeling. News of the Kabardino-Balkarian Scientific Center of RAS. 2013. No. 4(54). Pp. 56–63. (In Russian)
- Abazokov M.A., Anchekov M.I., Bzhikhatlov K.Ch., Kurashev Zh.Kh., Nagoev Z.V., Nagoeva O.V., Unagasov A.A., Khamov A.A. Analysis of the Computational Complexity of Federation Algorithms for Neurocognitive Control of Simulation Phenogenetic Models of Plants (Metadata). News of the Kabardino-Balkarian Scientific Center of RAS. 2024. No. 5(121). Pp. 107–128. (In Russian)
- Nagoev Z. V. Multi-agent existential mappings and functions. News of the Kabardino-Balkarian Scientific Center of RAS. 2013. No. 4(54). Pp. 64–71. (In Russian)
Information about the author
Zalimkhan V. Nagoev, Candidate of Engineering Sciences, General Director of the Kabardino-
Balkarian Scientific Center of the Russian Academy of Sciences;
Leading Researcher, Institute of Computer Science and Problems of Regional Management – branch of
Kabardino-Balkarian Scientific Center of the Russian Academy of Sciences;
360000, Russia, Nalchik, 37-a I. Armand street;
zaliman@mail.ru, ORCID: https://orcid.org/0000-0001-9549-1823, SPIN-code: 6279-5857