Kamyar Givaki

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 9

Top Topics

Restricted Boltzmann Machine

Training Algorithm

Top Venues

Publications

Kamyar Givaki, Ahmad Khonsari, MohammadHosein Gholamrezaei, Saeid Gorgin, M. Hassan Najafi
A Generalized Residue Number System Design Approach for Ultralow-Power Arithmetic Circuits Based on Deterministic Bit-Streams. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (11) (2023)
Kamyar Givaki, Ahmad Khonsari, M. Hossein Gholamrezaei, Dara Rahmati, Saeid Gorgin
Hardware Efficient FIR Filter Architectures Using Accurate Unary Stochastic Computing. ICCD (2022)
Kamyar Givaki, Reza Hojabr, MohammadHosein Gholamrezaei, Ahmad Khonsari, Saeid Gorgin, Dara Rahmati, M. Hassan Najafi
High-Performance Deterministic Stochastic Computing Using Residue Number System. IEEE Des. Test 38 (6) (2021)
Reza Hojabr, Kamyar Givaki, Kossar Pourahmadi, Parsa Nooralinejad, Ahmad Khonsari, Dara Rahmati, M. Hassan Najafi
TaxoNN: A Light-Weight Accelerator for Deep Neural Network Training. CoRR (2020)
Kamyar Givaki, Behzad Salami, Reza Hojabr, S. M. Reza Tayaranian, Ahmad Khonsari, Dara Rahmati, Saeid Gorgin, Adrián Cristal, Osman S. Unsal
On the Resilience of Deep Learning for Reduced-voltage FPGAs. CoRR (2020)
Kamyar Givaki, Behzad Salami, Reza Hojabr, S. M. Reza Tayaranian, Ahmad Khonsari, Dara Rahmati, Saeid Gorgin, Adrián Cristal, Osman S. Unsal
On the Resilience of Deep Learning for Reduced-voltage FPGAs. PDP (2020)
Reza Hojabr, Kamyar Givaki, Kossar Pourahmadi, Parsa Nooralinejad, Ahmad Khonsari, Dara Rahmati, M. Hassan Najafi
TaxoNN: A Light-Weight Accelerator for Deep Neural Network Training. ISCAS (2020)
Reza Hojabr, Kamyar Givaki, S. M. Reza Tayaranian, Parsa Esfahanian, Ahmad Khonsari, Dara Rahmati, M. Hassan Najafi
SkippyNN: An Embedded Stochastic-Computing Accelerator for Convolutional Neural Networks. DAC (2019)
Kamyar Givaki, Reza Hojabr, M. Hassan Najafi, Ahmad Khonsari, M. Hossein Gholamrezayi, Saeid Gorgin, Dara Rahmati
Using Residue Number Systems to Accelerate Deterministic Bit-stream Multiplication. ASAP (2019)