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Sökning: WFRF:(Ross G) > Luleå tekniska universitet

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1.
  • Kleyko, Denis, et al. (författare)
  • Imitation of honey bees’ concept learning processes using Vector Symbolic Architectures
  • 2015
  • Ingår i: Biologically Inspired Cognitive Architectures. - : Elsevier BV. - 2212-683X .- 2212-6848. ; 14, s. 57-72
  • Tidskriftsartikel (refereegranskat)abstract
    • This article presents a proof-of-concept validation of the use of Vector Symbolic Architectures as central component of an online learning architectures. It is demonstrated that Vector Symbolic Architectures enable the structured combination of features/relations that have been detected by a perceptual circuitry and allow such relations to be applied to novel structures without requiring the massive training needed for classical neural networks that depend on trainable connections.The system is showcased through the functional imitation of concept learning in honey bees. Data from real-world experiments with honey bees (Avarguès-Weber et al., 2012) are used for benchmarking. It is demonstrated that the proposed pipeline features a similar learning curve and accuracy of generalization to that observed for the living bees. The main claim of this article is that there is a class of simple artificial systems that reproduce the learning behaviors of certain living organisms without requiring the implementation of computationally intensive cognitive architectures. Consequently, it is possible in some cases to implement rather advanced cognitive behavior using simple techniques.
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2.
  • Lehner, Theo, et al. (författare)
  • Progress in converting and casting
  • 2005
  • Ingår i: Converter and fire refining practices. - : Minerals, Metals & Materials Society. - 0873395867 ; , s. 3-18
  • Konferensbidrag (refereegranskat)abstract
    • Turning matte into anodes continues to be an area to watch: for visitors to see pyrometallurgy in action; for metallurgists to keep up with modern smelting furnaces and ever increasing production rates; for management to remain profitable using more tools than taught in school; and for environmentalists to detect the last small clouds from the ever cleaner smelter. Current converting practices have been screened and analyzed, and today, converting and casting is a modern industry. An impressive, though typical learning curve of converter productivity may be detected. Local conditions such as availability and type of raw materials, products extracted, cost factors, etc., have stimulated the development of add-ons or even alternatives to the still dominant method of converting by Peirce-Smith technology. Turning blister copper into anodes follows a similar path, namely increased productivity and improved quality. We dare to predict that development will continue
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  • Resultat 1-2 av 2
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tidskriftsartikel (1)
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refereegranskat (2)
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Osipov, Evgeny (1)
Kleyko, Denis (1)
Ross, A. G. (1)
Dyer, Adrian G (1)
Gayler, Ross W. (1)
Lehner, Theo (1)
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Khan, Asad I. (1)
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