Fatma Salhi
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126
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2026
GPU Parallelization Strategies for Forward and Backward Propagation in Shallow Neural Networks: A CUDA-Based Comparative Study
This paper compares and optimizes CUDA strategies for a shallow neural network, achieving a 1.41x speedup on a large dataset.
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cs.DCcs.LGEmpiricalRecentJun 29, 2026
GPU Parallelization Strategies for Forward and Backward Propagation in Shallow Neural Networks: A CUDA-Based Comparative Study
Rania Zitouni, Nadine Bousdjira, Sarah Hasnaoui, Amel Sadoun +1 more
This paper compares and optimizes CUDA strategies for a shallow neural network, achieving a 1.41x speedup on a large dataset.
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