The Importance of Neuroscientific Research of Consciousness for the Development of General Artificial Intelligence (Methodological Issues)

被引:0
|
作者
Dubrovsky, David, I [1 ]
机构
[1] Russian Acad Sci, Inst Philosophy, Sect Theory Knowledge, 12-1 Goncharnaya Str, Moscow 109240, Russia
关键词
artificial intelligence; natural intelligence; general artificial intelligence (AGI); consciousness; subjective reality; I; cognitive architecture; information; deciphering brain codes; epistemology;
D O I
10.21146/0042-8744-2022-2-83-93
中图分类号
B [哲学、宗教];
学科分类号
01 ; 0101 ;
摘要
The development of artificial intelligence has entered a new stage associated with the problem of creating General Artificial Intelligence (AGI), approaching in its functions to the abilities of natural intelligence. Along with the phenomenological studies of the cognitive structures of subjective reality, the most important resource for the creation of AGI is the use of the results of neuroscientific studies of consciousness. The article discusses the most important of them, which can serve as a basis for modeling specific cognitive architectures of AGI. This requires a theoretical explaining the nature of the connection between the phenomena of subjective reality and brain processes. The author proposes an informational approach that allows explaining this connection and thereby substantiate the use of a neuroscientific description of cognitive operations for computer modeling of specific cognitive architectures of AGI. For this purpose, the results of the most important neuroscientific studies of consciousness are analyzed for the development of AGI. A prerequisite for this is the organization of closer cooperation of specialists in the field of methodology and epistemology, artificial intelligence and neuroscientific research.
引用
收藏
页码:83 / 93
页数:11
相关论文
共 50 条
  • [1] Methodological issues in consciousness research
    Simione, Luca
    Raffone, Antonino
    Kirov, Roumen
    Overgaard, Morten
    Berkovich-Ohana, Aviva
    Cleeremans, Axel
    [J]. FRONTIERS IN PSYCHOLOGY, 2023, 14
  • [2] Consciousness, intentionality and intelligence:: some foundational issues for artificial intelligence
    Aydede, M
    Güzeldere, G
    [J]. JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, 2000, 12 (03) : 263 - 277
  • [3] Research on How Human Intelligence, Consciousness, and Cognitive Computing Affect the Development of Artificial Intelligence
    Dong, Yanyan
    Hou, Jie
    Zhang, Ning
    Zhang, Maocong
    [J]. COMPLEXITY, 2020, 2020 (2020)
  • [4] Conceptual Issues in Artificial Consciousness Research: Levels of Consciousness and the Multidimensional Approach
    Lin, Ying-Tung
    [J]. EURAMERICA, 2021, 51 (04): : 653 - 687
  • [5] Defining 'normal': Methodological issues in Aphasia and intelligence research
    Lorch, Marjorie Perlman
    [J]. CORTEX, 2022, 153 : 224 - 234
  • [6] Methodological issues in microbicide research and development
    Morrison, C
    Feldblum, P
    [J]. AIDS, 2001, 15 : S21 - S22
  • [7] METHODOLOGICAL ISSUES IN FAMILY DEVELOPMENT RESEARCH
    HILL, R
    [J]. FAMILY PROCESS, 1964, 3 (01) : 186 - 206
  • [8] A Theoretical Computer Science Perspective on Consciousness and Artificial General Intelligence
    Blum, Lenore
    Blum, Manuel
    [J]. ENGINEERING, 2023, 25 : 12 - 16
  • [9] Social issues in the development and application of artificial intelligence
    Tsvyk, V. A.
    Tsvyk, I., V
    [J]. RUDN JOURNAL OF SOCIOLOGY-VESTNIK ROSSIISKOGO UNIVERSITETA DRUZHBY NARODOV SERIYA SOTSIOLOGIYA, 2022, 22 (01): : 58 - 69
  • [10] Exploring the Methodological Contexts and Constraints of Research in Artificial Intelligence in Education
    Chounta, Irene-Angelica
    Limbu, Bibeg
    van der Heyden, Lisa
    [J]. GENERATIVE INTELLIGENCE AND INTELLIGENT TUTORING SYSTEMS, PT I, ITS 2024, 2024, 14798 : 162 - 173