| 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 | 77 | 2019 |
| Hybrid Binary-Unary Hardware Accelerator SR Faraji, K Bazargan Asia and South Pacific Design Automation Conference (ASP-DAC), Jan, 2019., 2019 | 28 | 2019 |
| 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 | 14 | 2019 |
| 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 | 9 | 2020 |
| 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 | 8 | 2019 |
| 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 | 7 | 2020 |
| 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 | 7 | 2020 |
| 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 | 7 | 2019 |
| 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 | 7 | 2019 |
| 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 | 7 | 2016 |
| Approximate Constant-Coefficient Multiplication Using HybridBinary-Unary Computing for FPGAs SR Faraji, P Abillama, kia Bazargan Transactions on Reconfigurable Technology and Systems (TRETS), 2021 | 5 | 2021 |
| 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 | 5 | 2019 |
| 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 | 5 | 2019 |
| 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 | 4 | 2020 |
| 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 | 3 | 2018 |
| 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 |
Kia BazarganAssociate Professor of ECE, University of MinnesotaVerified email at umn.edu
