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Erfan Bank Tavakoli

Erfan Bank-Tavakoli

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affiliation: Arizona State University, School of Computing, Informatics and Decision Systems Engineering, Tempe, AZ, USA

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2020 – today

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2024
[j4]
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Erfan Bank Tavakoli, Michael Riera, Masudul Hassan Quraishi, Fengbo Ren:
FSpGEMM: A Framework for Accelerating Sparse General Matrix-Matrix Multiplication Using Gustavson's Algorithm on FPGAs. IEEE Trans. Very Large Scale Integr. Syst. 32(4): 633-644 (2024)
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  - conf/icassp/YuTCYRAR24
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Zifan Yu, Erfan Bank Tavakoli, Meida Chen, Suya You, Raghuveer Rao, Sanjeev Agarwal, Fengbo Ren:
Tokenmotion: Motion-Guided Vision Transformer for Video Camouflaged Object Detection VIA Learnable Token Selection. ICASSP 2024: 2875-2879
2022
[j3]
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Erfan Bank Tavakoli, Amir Beygi, Xuebin Yao:
RPkNN: An OpenCL-Based FPGA Implementation of the Dimensionality-Reduced kNN Algorithm Using Random Projection. IEEE Trans. Very Large Scale Integr. Syst. 30(4): 549-552 (2022)
[c2]
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Zifan Yu, Bruno Machado Trindade, Michael Green, Zhikang Zhang, Pullela Sneha, Erfan Bank Tavakoli, Christopher Pawlowicz, Fengbo Ren:
A Data-Driven Approach for Automated Integrated Circuit Segmentation of Scan Electron Microscopy Images. ICIP 2022: 2851-2855
2021
[j2]
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  - journals/tpds/QuraishiBR21
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Masudul Hassan Quraishi, Erfan Bank Tavakoli, Fengbo Ren:
A Survey of System Architectures and Techniques for FPGA Virtualization. IEEE Trans. Parallel Distributed Syst. 32(9): 2216-2230 (2021)
[c1]
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Erfan Bank Tavakoli, Michael Riera, Masudul Hassan Quraishi, Fengbo Ren:
FSCHOL: An OpenCL-based HPC Framework for Accelerating Sparse Cholesky Factorization on FPGAs. SBAC-PAD 2021: 209-220
[i5]
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  - journals/corr/abs-2101-02667
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Seyed Abolfazl Ghasemzadeh, Erfan Bank Tavakoli, Mehdi Kamal, Ali Afzali-Kusha, Massoud Pedram:
BRDS: An FPGA-based LSTM Accelerator with Row-Balanced Dual-Ratio Sparsification. CoRR abs/2101.02667 (2021)
[i4]
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  - journals/corr/abs-2106-13645
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Michael Riera, Masudul Hassan Quraishi, Erfan Bank Tavakoli, Fengbo Ren:
FLASH 1.0: A Software Framework for Rapid Parallel Deployment and Enhancing Host Code Portability in Heterogeneous Computing. CoRR abs/2106.13645 (2021)
[i3]
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  - journals/corr/abs-2112-10037
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Erfan Bank-Tavakoli, Michael Riera, Masudul Hassan Quraishi, Fengbo Ren:
FSpGEMM: An OpenCL-based HPC Framework for Accelerating General Sparse Matrix-Matrix Multiplication on FPGAs. CoRR abs/2112.10037 (2021)
2020
[j1]
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Erfan Bank-Tavakoli, Seyed Abolfazl Ghasemzadeh, Mehdi Kamal, Ali Afzali-Kusha, Massoud Pedram:
POLAR: A Pipelined/Overlapped FPGA-Based LSTM Accelerator. IEEE Trans. Very Large Scale Integr. Syst. 28(3): 838-842 (2020)
[i2]
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  - journals/corr/abs-2011-09073
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Masudul Hassan Quraishi, Erfan Bank Tavakoli, Fengbo Ren:
A Survey of System Architectures and Techniques for FPGA Virtualization. CoRR abs/2011.09073 (2020)
[i1]
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  - journals/corr/abs-2011-10896
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Michael Riera, Erfan Bank Tavakoli, Masudul Hassan Quraishi, Fengbo Ren:
HALO 1.0: A Hardware-agnostic Accelerator Orchestration Framework for Enabling Hardware-agnostic Programming with True Performance Portability for Heterogeneous HPC. CoRR abs/2011.10896 (2020)

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