Soheil Hashemi

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 23

Top Topics

Matrix Factorization

Logic Synthesis

Top Venues

Int. J. Comput. Biol. Drug Des.

Publications

Jingxiao Ma, Soheil Hashemi, Sherief Reda
Approximate Logic Synthesis Using Boolean Matrix Factorization. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (1) (2022)
Soheil Hashemi, Mani Zarei
Internet of Things backdoors: Resource management issues, security challenges, and detection methods. Trans. Emerg. Telecommun. Technol. 32 (2) (2021)
Abdelrahman Hosny, Soheil Hashemi, Mohamed Shalan, Sherief Reda
DRiLLS: Deep Reinforcement Learning for Logic Synthesis. ASP-DAC (2020)
Fardin Ghorbani, Soheil Hashemi, Ali Abdolali, Mohammad Soleimani
EEGsig machine learning-based toolbox for End-to-End EEG signal processing. CoRR (2020)
Krishna Rajan, Soheil Hashemi, Ulya R. Karpuzcu, Michael C. Doggett, Sherief Reda
Dual-precision fixed-point arithmetic for low-power ray-triangle intersections. Comput. Graph. 87 (2020)
Abdelrahman Hosny, Soheil Hashemi, Mohamed Shalan, Sherief Reda
DRiLLS: Deep Reinforcement Learning for Logic Synthesis. CoRR (2019)
Kumud Nepal, Soheil Hashemi, Hokchhay Tann, R. Iris Bahar, Sherief Reda
Automated High-Level Generation of Low-Power Approximate Computing Circuits. IEEE Trans. Emerg. Top. Comput. 7 (1) (2019)
Soheil Hashemi, Sherief Reda
Generalized Matrix Factorization Techniques for Approximate Logic Synthesis. DATE (2019)
Tutu Ajayi, Vidya A. Chhabria, Mateus Fogaça, Soheil Hashemi, Abdelrahman Hosny, Andrew B. Kahng, Minsoo Kim, Jeongsup Lee, Uday Mallappa, Marina Neseem, Geraldo Pradipta, Sherief Reda, Mehdi Saligane, Sachin S. Sapatnekar, Carl Sechen, Mohamed Shalan, William Swartz, Lutong Wang, Zhehong Wang, Mingyu Woo, Bangqi Xu
Toward an Open-Source Digital Flow: First Learnings from the OpenROAD Project. DAC (2019)
Soheil Hashemi, Hokchhay Tann, Francesco Buttafuoco, Sherief Reda
Approximate computing for biometrie security systems: A case study on iris scanning. DATE (2018)
Hokchhay Tann, Soheil Hashemi, Sherief Reda
Flexible Deep Neural Network Processing. CoRR (2018)
Soheil Hashemi, Hokchhay Tann, Sherief Reda
BLASYS: approximate logic synthesis using boolean matrix factorization. DAC (2018)
Soheil Hashemi, Hokchhay Tann, Sherief Reda
BLASYS: Approximate Logic Synthesis Using Boolean Matrix Factorization. CoRR (2018)
Soheil Hashemi, Nicholas Anthony, Hokchhay Tann, R. Iris Bahar, Sherief Reda
Understanding the impact of precision quantization on the accuracy and energy of neural networks. DATE (2017)
Soheil Hashemi, Ali Abdolali
Modelling response of excitable cells induced by electromagnetic fields. Int. J. Comput. Biol. Drug Des. 10 (1) (2017)
Soheil Hashemi, Ali Abdolali
Three-dimensional FDTD modeling of neurons to solve EEG and MEG forward problem. Int. J. Imaging Syst. Technol. 27 (4) (2017)
Hokchhay Tann, Soheil Hashemi, R. Iris Bahar, Sherief Reda
Hardware-Software Codesign of Accurate, Multiplier-free Deep Neural Networks. DAC (2017)
Hokchhay Tann, Soheil Hashemi, Iris Bahar, Sherief Reda
Hardware-Software Codesign of Accurate, Multiplier-free Deep Neural Networks. CoRR (2017)
Hokchhay Tann, Soheil Hashemi, R. Iris Bahar, Sherief Reda
Runtime Configurable Deep Neural Networks for Energy-Accuracy Trade-off. CoRR (2016)
Hokchhay Tann, Soheil Hashemi, R. Iris Bahar, Sherief Reda
Runtime configurable deep neural networks for energy-accuracy trade-off. CODES+ISSS (2016)
Soheil Hashemi, Ali Abdolali
Fast and stable numerical method for neuronal modelling. Commun. Nonlinear Sci. Numer. Simul. 40 (2016)
Soheil Hashemi, R. Iris Bahar, Sherief Reda
A low-power dynamic divider for approximate applications. DAC (2016)
Soheil Hashemi, Nicholas Anthony, Hokchhay Tann, R. Iris Bahar, Sherief Reda
Understanding the Impact of Precision Quantization on the Accuracy and Energy of Neural Networks. CoRR (2016)
Soheil Hashemi, R. Iris Bahar, Sherief Reda
DRUM: A Dynamic Range Unbiased Multiplier for Approximate Applications. ICCAD (2015)