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Geometric Algebra Algorithm Code Optimised by GAALOP Executing on a Simulated Memristor Crossbar Array

  • Dietmar Hildenbrand,
  • Ed Saribatir,
  • Atilio Morillo Piña,
  • Wilder Bezerra Lopes,
  • Frederic von Wegner,
  • Peter Storey,
  • Zheng Yan,
  • Shiping Wen,
  • Matthew Arnold

摘要

GAALOP (Geometric Algebra ALgorithms OPtimizer) is software designed to optimize the execution of multiple steps in a Geometric Algebra algorithm by analysing the steps as a whole and precompiling the intermediate code generated. The output is provided in a format that allows it to target popular software languages and systems such as C++, Python, Java, MATLAB, Mathematica and parallel platforms such as OpenCL, CUDA, FPGA and many more.We present a method of executing Geometric Algebra algorithms using simulated memristor crossbar arrays to perform dot product calculations.