3 citations · 8 across the 7 of their papers we have counts for
5 papers · 1 filter
WARD: Runtime Workload-Adaptive Vision TRansformer Framework for Dependable Edge AI
Mahdi Taheri, Pramit Kumar Bhaduri, Mohammad Masoumi +1
Edge-deployed AI operate under dynamically changing power budgets, reliability requirements, and input distributions, requiring continuous adaptation. Such conditions arise in long…
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…
A high-performance MEMRISTOR-based Smith-Waterman DNA sequence alignment Using FPNI structure
Mahdi Taheri, Hamed Zandevakili, Ali Mahani
This paper aims to present a new re-configuration sequencing method for difference of read lengths that may take place as input data in which is crucial drawbacks lay impact on DNA…
DMR-based Technique for Fault Tolerant AES S-box Architecture
Mahdi Taheri, Saeideh Sheikhpour, Mohammad Saeed Ansari +1
This paper presents a high-throughput fault-resilient hardware implementation of AES S-box, called HFS-box. If a transient natural or even malicious fault in each pipeline stage is…