SkippyNN: An embedded stochastic-computing accelerator for convolutional neural networks R Hojabr, K Givaki, SMR Tayaranian, P Esfahanian, A Khonsari, ... Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019 | 52 | 2019 |
On the resilience of deep learning for reduced-voltage FPGAs K Givaki, B Salami, R Hojabr, SMR Tayaranian, A Khonsari, D Rahmati, ... 2020 28th Euromicro International Conference on Parallel, Distributed and …, 2020 | 20 | 2020 |
Using residue number systems to accelerate deterministic bit-stream multiplication K Givaki, R Hojabr, MH Najafi, A Khonsari, MH Gholamrezayi, S Gorgin, ... 2019 IEEE 30th International Conference on Application-specific Systems …, 2019 | 10 | 2019 |
A Generalized Residue Number System Design Approach for Ultralow-Power Arithmetic Circuits Based on Deterministic Bit-Streams K Givaki, A Khonsari, MH Gholamrezaei, S Gorgin, MH Najafi IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2023 | 6 | 2023 |
Embedded stochastic-computing accelerator architecture and method for convolutional neural networks M Najafi, SR Hojabrossadati, K Givaki, SMR Tayaranian, P Esfahanian, ... US Patent App. 17/159,347, 2021 | 5 | 2021 |
Machine learning based impedance estimation in power system K Givaki, S Seyedzadeh, K Givaki IET Digital Library, 2019 | 5 | 2019 |
High-performance deterministic stochastic computing using residue number system K Givaki, R Hojabr, MH Gholamrezaei, A Khonsari, S Gorgin, D Rahmati, ... IEEE Design & Test 38 (6), 60-68, 2021 | 4 | 2021 |
Taxonn: A light-weight accelerator for deep neural network training R Hojabr, K Givaki, K Pourahmadi, P Nooralinejad, A Khonsari, ... 2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020 | 3 | 2020 |
Taxonn: a light-weight accelerator for training deep neural networks on the edge M Najaf, R Hojabr, K Givaki, K Pourahmadi, P Nooralinejad, A Khonsari, ... US Patent App. 17/961,396, 2024 | | 2024 |
Hardware Efficient FIR Filter Architectures Using Accurate Unary Stochastic Computing K Givaki, A Khonsari, MH Gholamrezaei, D Rahmati, S Gorgin 2022 IEEE 40th International Conference on Computer Design (ICCD), 754-761, 2022 | | 2022 |
Method and architecture for accelerating deterministic stochastic computing using residue number system M Najafi, K Givaki, SR Hojabrossadati, MH Gholamrezayi, A Khonsari, ... US Patent App. 17/166,378, 2021 | | 2021 |