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O⁴-DNN: A Hybrid DSP-LUT-Based Processing Unit With Operation Packing and Out-of-Order Execution for Efficient Realization of Convolutional Neural Networks on FPGA Devices.

P. Haghi, M. Kamal, A. Afzali-Kusha, and M. Pedram. IEEE Trans. Circuits Syst. I Regul. Pap., 67-I (9): 3056-3069 (2020)

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Pouya Ghaemmaghami

Ali Haghi

Pouya Kheradpour

Pouya Majdpour

Richard Pouyadou

Other publications of authors with the same name

Workload Imbalance in HPC Applications: Effect on Performance of In-Network Processing.P. Haghi, A. Guo, T. Geng, A. Skjellum, and M. Herbordt. HPEC, page 1-8. IEEE, (2021)A Survey: Handling Irregularities in Neural Network Acceleration with FPGAs.T. Geng, C. Wu, C. Tan, C. Xie, A. Guo, P. Haghi, S. He, J. Li, M. Herbordt, and A. Li. HPEC, page 1-8. IEEE, (2021)A Reconfigurable Compute-in-the-Network FPGA Assistant for High-Level Collective Support with Distributed Matrix Multiply Case Study.P. Haghi, A. Guo, T. Geng, J. Broaddus, D. Schafer, A. Skjellum, and M. Herbordt. FPT, page 159-164. IEEE, (2020)A Framework for Neural Network Inference on FPGA-Centric SmartNICs.A. Guo, T. Geng, Y. Zhang, P. Haghi, C. Wu, C. Tan, Y. Lin, A. Li, and M. Herbordt. FPL, page 1-8. IEEE, (2022)FLASH: FPGA-Accelerated Smart Switches with GCN Case Study.P. Haghi, W. Krska, C. Tan, T. Geng, P. Chen, C. Greenwood, A. Guo, T. Hines, C. Wu, A. Li and 2 other author(s). ICS, page 450-462. ACM, (2023)FP-AMG: FPGA-Based Acceleration Framework for Algebraic Multigrid Solvers.P. Haghi, T. Geng, A. Guo, T. Wang, and M. Herbordt. FCCM, page 148-156. IEEE, (2020)AWB-GCN: A Graph Convolutional Network Accelerator with Runtime Workload Rebalancing.T. Geng, A. Li, R. Shi, C. Wu, T. Wang, Y. Li, P. Haghi, A. Tumeo, S. Che, S. Reinhardt and 1 other author(s). MICRO, page 922-936. IEEE, (2020)A Survey of Potential MPI Complex Collectives: Large-Scale Mining and Analysis of HPC Applications.P. Haghi, R. Marshall, P. Chen, A. Skjellum, and M. Herbordt. CoRR, (2023)O⁴-DNN: A Hybrid DSP-LUT-Based Processing Unit With Operation Packing and Out-of-Order Execution for Efficient Realization of Convolutional Neural Networks on FPGA Devices.P. Haghi, M. Kamal, A. Afzali-Kusha, and M. Pedram. IEEE Trans. Circuits Syst. I Regul. Pap., 67-I (9): 3056-3069 (2020)COPA Use Case: Distributed Secure Joint Computation.R. Patel, P. Haghi, S. Jain, A. Kot, V. Krishnan, M. Varia, and M. Herbordt. FCCM, page 1-2. IEEE, (2022)

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