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S. Rasoul Faraji

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affiliation: University of Minnesota, Minneapolis, Minnesota, USA

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Journal Articles

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2022
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S. Rasoul Faraji, Pierre Abillama, Kia Bazargan:
Approximate Constant-Coefficient Multiplication Using Hybrid Binary-Unary Computing for FPGAs. ACM Trans. Reconfigurable Technol. Syst. 15(3): 29:1-29:25 (2022)
2020
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S. Rasoul Faraji, Kia Bazargan:
Hybrid Binary-Unary Hardware Accelerator. IEEE Trans. Computers 69(9): 1308-1319 (2020)

Conference and Workshop Papers

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2020
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S. Rasoul Faraji, Pierre Abillama, Kia Bazargan:
Low-Cost Approximate Constant Coefficient Hybrid Binary-Unary Multiplier for DSP Applications. FCCM 2020: 93-101
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S. Rasoul Faraji, Kia Bazargan:
Hybrid Binary-Unary Truncated Multiplication for DSP Applications on FPGAs. ICCAD 2020: 123:1-123:9
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S. Rasoul Faraji, Pierre Abillama, Gaurav Singh, Kia Bazargan:
HBUCNNA: Hybrid Binary-Unary Convolutional Neural Network Accelerator. ISCAS 2020: 1-5
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M. Hassan Najafi, S. Rasoul Faraji, Kia Bazargan, David J. Lilja:
Energy-Efficient Pulse-Based Convolution for Near-Sensor Processing. ISCAS 2020: 1-5
2019
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M. Hassan Najafi, S. Rasoul Faraji, Kia Bazargan, David J. Lilja:
Energy-Efficient Near-Sensor Convolution using Pulsed Unary Processing. ASAP 2019: 36
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S. Rasoul Faraji, Kia Bazargan:
Hybrid binary-unary hardware accelerator. ASP-DAC 2019: 210-215
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S. Rasoul Faraji, M. Hassan Najafi, Bingzhe Li, David J. Lilja, Kia Bazargan:
Energy-Efficient Convolutional Neural Networks with Deterministic Bit-Stream Processing. DATE 2019: 1757-1762
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M. Hassan Najafi, S. Rasoul Faraji, Bingzhe Li, David J. Lilja, Kia Bazargan:
Accelerating Deterministic Bit-Stream Computing with Resolution Splitting. ISQED 2019: 157-162

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