@article{gpuparallelizationstrategiesforforwardan, title = {GPU Parallelization Strategies for Forward and Backward Propagation in Shallow Neural Networks: A CUDA-Based Comparative Study}, author = {Rania Zitouni and Nadine Bousdjira and Sarah Hasnaoui and Amel Sadoun and Fatma Salhi}, year = {2026}, eprint = {2606.30497}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.30497}, }