Personalities of MEPhI
NRNU MEPhI National Research Nuclear University MEPhI
  1. Faculty and Staff
  2. Samsonovich A.
Samsonovich A.

Samsonovich Alexei Vladimir

Degree: Philosophiae Doctor

Professor

Department of Cybernetics
  • K311
Send message Autumn 2024. Schedule

Languages

english
Works at MEPhI since 2015
Work Experience: 42 years

About

Alexei V. Samsonovich is a Professor at Cybernetics Department of ICIS NRNU MEPhI, Head of BICA Lab (International Research Laboratory "Cognitive Architectures and Semantic Technologies", Cybernetics Dept), Scientific Advisor of ICIS NRNU MEPhI. Holds PhD in Applied Mathematics from University of Arizona (1997). Since 2000 Research Assistant Professor / Assistant Professor in George Mason University, since 2015 Professor at NRNU MEPHI. Recipient of 7 grant awards. Founder of BICA Society and BICA Conference Series. Main scientific results: (1) biological continuous attractor neural network theory; (2) semantic mapping technique; (3) cognitive architectures GMU BICA and eBICA. Currently working to combine cognitive (eBICA) and neural network approaches in AI. Contact: AVSamsonovich@mephi.ru

Education

1980 — Moscow Institute of Physics and Technology

Courses

1. Biologically Inspired Cognitive Architectures
2. Cognitive Computing
3. Pedagogical practice
4. Practical Training (Research Work)
5. Research Term Project: Cybernetic Systems Design
6. System analysis, management and data processing

Publication activity

18
h-index (Web of Science)
23
h-index (Scopus)
15
h-index (РИНЦ)

Showing publications for last 3 years

  1. Article
    Web of Science & Scopus
    Social–Emotional Conversational Agents Based on Cognitive Architectures and Machine Learning // Pattern Recognition and Image Analysis, 2024 Vol. 34, No. 3 pp. 765-772 doi
  2. Article
    Web of Science & Scopus
    On the logic of agent's emotions // Cognitive Systems Research, 2024 Vol. 88 doi
  3. Article
    Web of Science & Scopus
    A Study of Conversational Intentionalities Expressed in Natural Language Using ChatGPT // Studies in Computational Intelligence, 2024 Vol. 1130 LNCS, Q4 pp. 679-687 doi
  4. Article
    Web of Science & Scopus
    Preface // Studies in Computational Intelligence, 2024 Vol. 1130 LNCS, Q4 pp. v-vi
  5. Article
    Web of Science & Scopus
    Registrar: A Social Conversational Agent Based on Cognitive and Statistical Models for a Limited Paradigm // Studies in Computational Intelligence, 2024 Vol. 1130 LNCS, Q4 pp. 444-452 doi
  6. Article
    Web of Science & Scopus
    A Socially Acceptable Conversational Agent Based on Cognitive Modeling and Machine Learning // Studies in Computational Intelligence, 2024 Vol. 1130 LNCS, Q4 pp. 312-322 doi
  7. Article
    Web of Science & Scopus
    Deep Learning Evolution: Using Genetic Algorithm to Modify Training Datasets // Studies in Computational Intelligence, 2024 Vol. 1130 LNCS, Q4 pp. 627-634 doi
  8. Article
    Web of Science & Scopus
    Selected Presentation Abstracts from BICA*AI 2023 // Studies in Computational Intelligence, 2024 Vol. 1130 LNCS, Q4 pp. 14-17 doi
  9. Article
    Web of Science & Scopus
    Mapping Action Units to Valence and Arousal Space Using Machine Learning // Studies in Computational Intelligence, 2024 Vol. 1130 LNCS, Q4 pp. 348-355 doi
  10. Article
    Web of Science & Scopus
    On the Possibility of Regulation of Human Emotions via Multimodal Social Interaction with an Embodied Agent Controlled by eBICA-Based Emotional Interaction Model // Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2023 Vol. 13539 LNAI, Q2 pp. 374-383 doi
  11. Article
    Web of Science & Scopus
    Inherent dimension of the affective space: Analysis using electromyography and machine learning // Cognitive Systems Research, 2023 Vol. 78, Q1 pp. 96-105 doi
  12. Article
    Web of Science & Scopus
    Computational modeling of insight processes and artificial cognitive ontogeny // Cognitive Systems Research, 2023 Vol. 78, Q1 pp. 71-86 doi
  13. Article
    Web of Science & Scopus
    Key Advanced Research Initiative: A Manifesto for the New-Generation Artificial Intelligence // Procedia Computer Science, 2022 Vol. 213, No. C, Q2 pp. 824-831 doi
  14. Article
    Web of Science & Scopus
    A Socially Emotional Virtual Registrar Based on eBICA and Deep Learning // Procedia Computer Science, 2022 Vol. 213, No. C, Q2 pp. 738-746 doi
  15. Article
    Web of Science & Scopus
    Physical simulation of oscillation and falling effects of objects in indoor earthquake scenarios // Visual Computer, 2022 Q2 doi
  16. Article
    Web of Science & Scopus
    One Possibility of a Neuro-Symbolic Integration // Studies in Computational Intelligence, 2022 Vol. 1032 SCI, Q4 pp. 428-437 doi
  17. Article
    Web of Science & Scopus
    Classification and Generation of Virtual Dancer Social Behaviors Based on Deep Learning in a Simple Virtual Environment Paradigm // Studies in Computational Intelligence, 2022 Vol. 1032 SCI, Q4 pp. 231-242 doi
  18. Article
    Web of Science & Scopus
    A Virtual Actor Behavior Model Based on Emotional Biologically Inspired Cognitive Architecture // Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2022 Vol. 13154 LNAI, Q2 pp. 221-227 doi
  19. Article
    Web of Science & Scopus
    A Virtual Clown Behavior Model Based on Emotional Biologically Inspired Cognitive Architecture // Studies in Computational Intelligence, 2022 Vol. 1008 SCI, Q4 pp. 99-108 doi
  20. Article
    Web of Science & Scopus
    Editorial // Cognitive Systems Research, 2021 Vol. 70, Q1 pp. 64 doi
  21. Article
    Web of Science & Scopus
    Toward a socially acceptable model of emotional artificial intelligence // Procedia Computer Science, 2021 Vol. 190, Q2 pp. 771-788 doi
  22. Article
    Web of Science & Scopus
    A proposal for modeling cognitive ontogeny based on the brainin-spired generic framework for social-emotional intelligent actors // Procedia Computer Science, 2021 Vol. 186, Q2 pp. 449-455 doi
  23. Article
    Web of Science & Scopus
    Virtual partner dance as a paradigm for empirical study of cognitive models of emotional intelligence // Procedia Computer Science, 2021 Vol. 190, Q2 pp. 414-433 doi
  24. Article
    Web of Science & Scopus
    Virtual Convention Center: A Socially Emotional Online/VR Conference Platform // Advances in Intelligent Systems and Computing, 2021 Vol. 1310, НЕТ pp. 435-445 doi
  25. Article
    Web of Science & Scopus
    The Loop of Nonverbal Communication Between Human and Virtual Actor: Mapping Between Spaces // Advances in Intelligent Systems and Computing, 2021 Vol. 1310, НЕТ pp. 484-489 doi

Showing conferences for last 3 years

  1. Август 2024 The 17th Annual AGI Conference Report: Интеллектуальная робототехническая система на основе двухуровневой микросервисной архитектуры.
  2. Июль 2024 46th Annual Meeting of the Cognitive Science Society (CogSci 2024) Report: Supporting student self-regulation in virtual tutoring through emotionally intelligent cognitive architecture.
  3. Октябрь 2024 XXVI International Conference "Neuroinformatics-2024" Report: Automatic music generation using a library of music fragments.
  4. Октябрь 2024 Society for Neuroscience Annual Meeting – 2024 Report: Semantic map of intentionality expressed in natural language.
  5. Август 2024 International conference "Consciousness-2024", forum "Consciousness: from problem formulation to mathematical models", Krasnovidovo Rest House, Moscow Region Report: Can we clarify the issue of consciousness?
  6. Июнь 2023 16th Annual Artificial General Intelligence Conference AGI-23, Stockholm, Sweden Report: On relation between facial expressions and emotions.
  7. Июль 2023 44th Annual Meeting of the Cognitive Science Society CogSci 2023, Sydney, Australia Report: Artificial Psychologist: An intelligent assistant based on a cognitive modeling framework.
  8. Октябрь 2023 2023 Annual International Conference on Brain-Inspired Cognitive Architectures for Artificial Intelligence, the 14th Annual Meeting of the BICA Society (BICA*AI 2023). Ningbo, China Report: Toward a human-level artificial social-emotional intelligence.
  9. Ноябрь 2023 2023 Society for Neuroscience Annual Meeting, Washington D.C., USA Report: An electromyographic study of the affective space dimension for complex emotions

Повышение квалификации

December 08, 2020 — February 19, 2021 Digital literacy of the modern teacher (72 hours) NRNU MEPhI

Grants

May 2022 — Dec 2024 Socially-emotional artificial intelligence (SEAI) based on biologically inspired cognitive architectures (BICA) and deep learning Russian Science Foundation
Jan 2020 — Dec 2022 State Assignment Project "Analytical and numerical methods for studying mathematical models of complex systems". Ministry of Science and Higher Education of the Russian Federation
Apr 2018 — Dec 2020 Intellectual agents based on a cognitive model of human-like mind Russian Science Foundation
Nov 2016 — Jul 2017 Computational Modelling of Attractor Networks in the Brain Global Engagement Office, University College London
Jul 2015 — Dec 2017 Investigation of biologically inspired models of cognitive systems Russian Science Foundation

Членство в редколлегиях научных журналов

from Aug 2019 Cognitive Systems Research - Special Issue Series on BICA*AI
Jan 2012 — Jul 2019 Biologically Inspired Cognitive Architectures

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