• DocumentCode
    2544185
  • Title

    Towards the development of machine consciousness: Implications of Western philosophy and Buddhism

  • Author

    De Silva, Daswin ; Alahakoon, Damminda ; Rajapakse, Jayantha

  • Author_Institution
    Fac. of Inf. Technol., Monash Univ., Clayton, VIC, Australia
  • fYear
    2010
  • fDate
    17-19 Dec. 2010
  • Firstpage
    565
  • Lastpage
    570
  • Abstract
    This paper presents a comparative study of perspectives from Western philosophy and Buddhism on higher cognitive functions of learning, knowledge and consciousness. This study actuated from the foundational work completed to develop an incremental learning algorithm with a knowledge acquiring disposition to address limitations in learning continuous data spaces. The morphological development of this algorithm, the Incremental Knowledge Acquiring Self-Learning (IKASL) algorithm, was motivated by abstractions of the thought process from Western philosophy and cognitive psychology while findings in neuroscience instigated the functional development. Despite the contrasting nature of the fundamental principle of Western philosophy and Buddhism, the explication of mental functions from the two schools of thought presents a case for comparison. We present this comparison followed by a discussion of potential implications of Buddhist teachings towards the development of a computational model that is indicative of machine consciousness.
  • Keywords
    cognition; human factors; knowledge acquisition; learning (artificial intelligence); philosophical aspects; Western philosophy; cognitive; incremental learning algorithm; knowledge acquisition; machine consciousness; motivation; self-learning; Adaptation model; Brain modeling; Cognition; Computational modeling; Education; Humans; Psychology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information and Automation for Sustainability (ICIAFs), 2010 5th International Conference on
  • Conference_Location
    Colombo
  • Print_ISBN
    978-1-4244-8549-9
  • Type

    conf

  • DOI
    10.1109/ICIAFS.2010.5715725
  • Filename
    5715725