Now showing items 1-2 of 2

    • L1 norm based multiplication-free cosine similarity measures for big data analysis 

      Akbaş, Cem Emre; Bozkurt, Alican; Arslan, Musa Tunç; Aslanoğlu, Hüseyin; Çetin, A. Enis (IEEE, 2014-11)
      The cosine similarity measure is widely used in big data analysis to compare vectors. In this article a new set of vector similarity measures are proposed. New vector similarity measures are based on a multiplication-free ...
    • Non-euclidean vector product for neural networks 

      Afrasiyabi, A.; Badawi, Diaa; Nasır, B.; Yıldız, O.; Yarman- Vural, F. T.; Çetin, A. Enis (IEEE, 2018-04)
      We present a non-Euclidean vector product for artificial neural networks. The vector product operator does not require any multiplications while providing correlation information between two vectors. Ordinary neurons require ...