Parallel backpropagation neural network training for face recognition

In this paper, we describe implementation of ANN training process using backpropagation learning algorithm for exploiting the high performance SIMD architecture of GPU using CUDA. We also compare sequential and parallel algorithm execution times and conducted speedup analysis for both the methods. T...

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Bibliographic Details
Main Authors: Omarov B., Suliman A., Tsoy A.
Other Authors: 57202103462
Format: Article
Published: Pushpa Publishing House 2023
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Institution: Universiti Tenaga Nasional