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Presentation of a Parallel Algorithm for Nearest Neighbor Search on GPU Using CUDA  

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Figure

Fig. 1. KNN search problem for k=1. black points is  reference point and red plus is query point
Fig. 3. Pseudocode for parallel execution  threads accessing to global memory
Fig. 6. Acceleration coefficient  for the proposed method and the parallel without the use of shared memory than serial methods for different number of points

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