2 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.LG2020★ 1 cited
Entropy-Based Modeling for Estimating Soft Errors Impact on Binarized Neural Network Inference
Navid Khoshavi, Saman Sargolzaei, Arman Roohi +2
Over past years, the easy accessibility to the large scale datasets has significantly shifted the paradigm for developing highly accurate prediction models that are driven from Neu…
cs.ET2019
IRC: Cross-layer design exploration of Intermittent Robust Computation units for IoTs
Arman Roohi, Ronald F DeMara
Energy-harvesting-powered computing offers intriguing and vast opportunities to dramatically transform the landscape of the Internet of Things (IoT) devices by utilizing ambient so…
cs.LG2019★ 2 cited
Processing-In-Memory Acceleration of Convolutional Neural Networks for Energy-Efficiency, and Power-Intermittency Resilience
Arman Roohi, Shaahin Angizi, Deliang Fan +1
Herein, a bit-wise Convolutional Neural Network (CNN) in-memory accelerator is implemented using Spin-Orbit Torque Magnetic Random Access Memory (SOT-MRAM) computational sub-arrays…