Picture for Mohammad Hasan Ahmadilivani

Mohammad Hasan Ahmadilivani

DeepVigor+: Scalable and Accurate Semi-Analytical Fault Resilience Analysis for Deep Neural Network

Add code
Oct 21, 2024
Viaarxiv icon

ProAct: Progressive Training for Hybrid Clipped Activation Function to Enhance Resilience of DNNs

Add code
Jun 10, 2024
Viaarxiv icon

Cost-Effective Fault Tolerance for CNNs Using Parameter Vulnerability Based Hardening and Pruning

Add code
May 17, 2024
Viaarxiv icon

Enhancing Fault Resilience of QNNs by Selective Neuron Splitting

Add code
Jun 16, 2023
Viaarxiv icon

Special Session: Approximation and Fault Resiliency of DNN Accelerators

Add code
May 31, 2023
Viaarxiv icon

APPRAISER: DNN Fault Resilience Analysis Employing Approximation Errors

Add code
May 31, 2023
Viaarxiv icon

A Systematic Literature Review on Hardware Reliability Assessment Methods for Deep Neural Networks

Add code
May 09, 2023
Viaarxiv icon

DeepAxe: A Framework for Exploration of Approximation and Reliability Trade-offs in DNN Accelerators

Add code
Mar 14, 2023
Viaarxiv icon

DeepVigor: Vulnerability Value Ranges and Factors for DNNs' Reliability Assessment

Add code
Mar 13, 2023
Viaarxiv icon