3 citations · 3 across the 4 of their papers we have counts for
4 papers
Exploring DNN Robustness Against Adversarial Attacks Using Approximate Multipliers
Mohammad Javad Askarizadeh, Ebrahim Farahmand, Jorge Castro-Godinez +3
Deep Neural Networks (DNNs) have advanced in many real-world applications, such as healthcare and autonomous driving. However, their high computational complexity and vulnerability…
Exploration of Activation Fault Reliability in Quantized Systolic Array-Based DNN Accelerators
Mahdi Taheri, Natalia Cherezova, Mohammad Saeed Ansari +4
The stringent requirements for the Deep Neural Networks (DNNs) accelerator's reliability stand along with the need for reducing the computational burden on the hardware platforms,…
A Novel Fault-Tolerant Logic Style with Self-Checking Capability
Mahdi Taheri, Saeideh Sheikhpour, Ali Mahani +1
We introduce a novel logic style with self-checking capability to enhance hardware reliability at logic level. The proposed logic cells have two-rail inputs/outputs, and the functi…
LRDB: LSTM Raw data DNA Base-caller based on long-short term models in an active learning environment
Ahmad Rezaei, Mahdi Taheri, Ali Mahani +1
The first important step in extracting DNA characters is using the output data of MinION devices in the form of electrical current signals. Various cutting-edge base callers use th…