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S. Rasoul Faraji
S. Rasoul Faraji
PhD Student in Electrical and Computer Engineering at University of Minnesota, Twin Cities
Verified email at umn.edu - Homepage
Title
Cited by
Cited by
Year
Energy-Efficient Convolutional Neural Networks with Deterministic Bit-Stream Processing
SR Faraji, MH Najafi, B Li, K Bazargan, D J. Lilja
The 2019 Design, Automation, and Test in Europe (DATE), Florence, Italy …, 2019
782019
Hybrid Binary-Unary Hardware Accelerator
SR Faraji, K Bazargan
Asia and South Pacific Design Automation Conference (ASP-DAC), Jan, 2019., 2019
302019
Accelerating Deterministic Bit-Stream Computing with Resolution Splitting
MH Najafi, SR Faraji, B Li, DJ Lilja, K Bazargan
ISQED 2019, The 20th International Symposium on Quality Electronic Design, 2019
142019
Parallel computing using stochastic circuits and deterministic shuffling networks
S Mohajer, Z Wang, K Bazargan, M Riedel, LD J, SA Faraji
US Patent App. 16/165,713, 2019
132019
Energy-Efficient Pulse-Based Convolution for Near-Sensor Processing
MH Najafi, SR Faraji, DJ Lilja, K Bazargan
2020 IEEE International Symposium on Circuits & Systems (ISCAS 2020), 2020
92020
HBUCNNA: Hybrid Binary-Unary Convolutional Neural Network Accelerator
SR Faraji, P Abillama, G Singh, kia Bazargan
2020 IEEE International Symposium on Circuits & Systems (ISCAS 2020), 2020
92020
HBUNN - Hybrid Binary-Unary Neural Network - Realizing a complete CNN on an FPGA
SR Faraji, G Singh, kia Bazargan
37th IEEE International Conference on Computer Design (ICCD), 2019
82019
Low-Cost Approximate Constant Coefficient Hybrid Binary-Unary Multiplier for DSP Applications
SR Faraji, P Abillama, kia Bazargan
The 28th IEEE International Symposium On Field-Programmable Custom Computing …, 2020
72020
Energy-efficient near-sensor convolution using pulsed unary processing
MH Najafi, SR Faraji, K Bazargan, D Lilja
2019 IEEE 30th International Conference on Application-specific Systems …, 2019
72019
Fixed-point implementation of interpolation-based MMSE MIMO detector in joint transmission scenario for LTE-A wireless standard
SR Faraji, A Salari, S Sheikhaei
AEU-International Journal of Electronics and Communications 70 (11), 1506-1514, 2016
72016
Wearable Non-Invasive Neuromodulation Device for the Symptomatic Treatment of the Voice Disorder Spasmodic Dysphonia
A Mahnan, J Konczak, SR Faraji
Design of Medical Devices Conference, 2019
62019
Hybrid Binary-Unary Truncated Multiplication for DSP Applications on FPGAs
SR Faraji, kia Bazargan
ICCAD 2020, IEEE/ACM International Conference on Computer-Aided Design, 2020
52020
Computational devices using thermometer coding and scaling networks on unary encoded data
S Mohajer, Z Wang, K Bazargan, SA Faraji
US Patent App. 16/186,047, 2019
52019
Approximate Constant-Coefficient Multiplication Using HybridBinary-Unary Computing for FPGAs
SR Faraji, P Abillama, kia Bazargan
Transactions on Reconfigurable Technology and Systems (TRETS), 2021
42021
Using Resolution Splitting to Enhance Performance of Deterministic Bit-Stream Computing
MH Najafi, SR Faraji, B Li, D Lilja, K Bazargan
IWLS 2018, The 27th International Workshop on Logic and Synthesis, 2018
32018
Hybrid Binary-Unary Computing
SR Faraji
University of Minnesota, 2022
2022
Method for Pulse-Based Convolution for Near-Sensor Processing
MH Najafi, SR Faraji, K Bazargan, D Lilja
US Patent App. 17/332,540, 2021
2021
Stochastic-binary convolutional neural networks with deterministic bit-streams
MH Najafi, SR Faraji, B Li, DJ Lilja, K Bazargan
Hardware Architectures for Deep Learning, 79-94, 2020
2020
Resolution Splitting for Bit-Stream Processing
MH Najafi, SR Faraji, B Li, DJ Lilja, K Bazargan
US Patent App. 62/864,798, 2019
2019
Low complexity adaptive LR-MMSE MIMO detector for joint transmission scenarios
SR Faraji, SM Fakhraie, S Sheikhaei
Electrical Engineering (ICEE), 2015 23rd Iranian Conference on, 1423-1427, 2015
2015
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