Exploring Fault-Energy Trade-offs in Approximate DNN Hardware Accelerators

8 January 2021

Papers citing "Exploring Fault-Energy Trade-offs in Approximate DNN Hardware Accelerators"

5 / 5 papers shown

Title
EPSILON: Adaptive Fault Mitigation in Approximate Deep Neural Network using Statistical Signatures Khurram Khalil K. A. Hoque AAML 81 0 0 24 Apr 2025
Exploration of Activation Fault Reliability in Quantized Systolic Array-Based DNN Accelerators Mahdi Taheri N. Cherezova M. S. Ansari M. Jenihhin A. Mahani Masoud Daneshtalab J. Raik 29 12 0 17 Jan 2024
A Systematic Literature Review on Hardware Reliability Assessment Methods for Deep Neural Networks Mohammad Hasan Ahmadilivani Mahdi Taheri J. Raik Masoud Daneshtalab M. Jenihhin 37 25 0 09 May 2023
Improving Reliability of Spiking Neural Networks through Fault Aware Threshold Voltage Optimization Ayesha Siddique K. A. Hoque 21 5 0 12 Jan 2023
Is Approximation Universally Defensive Against Adversarial Attacks in Deep Neural Networks? Ayesha Siddique K. A. Hoque AAML 29 6 0 02 Dec 2021