Search results for: DISTRIBUTED REPRESENTATIONS

• Geometric Algebra Model of Distributed Representations

  Publication

  • A. Patyk-Łońska

  - Year 2010

  Formalism based on GA is an alternative to distributed representation models developed so far-Smolensky's tensor product, Holographic Reduced Representations (HRR) and Binary Spatter Code (BSC). Convolutions are replaced by geometric products, interpretable in terms of geometry which seems to be the most natural language for visualization of higher concepts. This paper recalls the main ideas behind the GA model and investigates...

• Distributed representation of information on cyclic events

  Publication

  • A. Opaliński

  - STUDIA INFORMATICA. SYSTEMS AND INFORMATION TECHNOLOGY. SYSTEMY I TECHNOLOGIE INFORMACYJNE - Year 2011

  A representation of information on cyclic events has been proposed which is advantageous for computing environments where a distributed set of Receivers reacts to cyclic events generated by distributed sources. In such scenario no immanent central information repository exist on event timing or volume. Receivers are able to learn the event cycles without communicating with each other, merely on the basis of the fact that an event...

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• Distributed Representations Based on Geometric Algebra: the Continuous Model

  Publication

  • A. Patyk-Łońska
  • M. Czachor
  • D. Aerts

  - Informatica - Year 2011

  Authors revise the concept of a distributed representation of data as well as two previously developed models: Holographic Reduced Representation (HRR) and Binary Spatter Codes (BSC). A Geometric Analogue (GAc - ''c'' stands for continuous as opposed to its discrete version) of HRR is introduced - it employs role-filler binding based on geometric products. Atomic objects are real-valued vectors in n-dimensional Euclidean space...

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• Representations

  Journals

  ISSN: 0734-6018 , eISSN: 1533-855X

• Representation

  Journals

  ISSN: 0034-4893

• Virtual engineering process (VEP): a knowledge representation approach for building bio-inspired distributed manufacturing DNA

  Publication

  • E. Szczerbicki
  • C. Sanin

  - INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH - Year 2016

  The objective of this research is to provide a user-friendly and effective way of representing engineering processes for distributed manufacturing systems so that they can develop, accumulate and share knowledge. The basic defini-tion and principle of the approach is introduced first and then the prototype version of the system is developed and demonstrated with case studies, which verify the feasibility of the proposed approach....

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• DISTRIBUTED COMPUTING

  Journals

  ISSN: 0178-2770 , eISSN: 1432-0452

• Representation Theory

  Journals

  ISSN: 1088-4165

• Papers on Social Representations

  Journals

  ISSN: 1021-5573 , eISSN: 1819-3978

• Societes et Representations

  Journals

  ISSN: 1262-2966 , eISSN: 2104-404X