Enhancing Fault Resilience of QNNs by Selective Neuron Splitting

Enhancing Fault Resilience of QNNs by Selective Neuron Splitting

16 June 2023

Mohammad Hasan Ahmadilivani

Masoud Daneshtalab

Papers citing "Enhancing Fault Resilience of QNNs by Selective Neuron Splitting"

8 / 8 papers shown

Title
FORTALESA: Fault-Tolerant Reconfigurable Systolic Array for DNN Inference N. Cherezova Artur Jutman M. Jenihhin 65 0 0 06 Mar 2025
DeepVigor+: Scalable and Accurate Semi-Analytical Fault Resilience Analysis for Deep Neural Network Mohammad Hasan Ahmadilivani J. Raik Masoud Daneshtalab M. Jenihhin 24 0 0 21 Oct 2024
ProAct: Progressive Training for Hybrid Clipped Activation Function to Enhance Resilience of DNNs Seyedhamidreza Mousavi Mohammad Hasan Ahmadilivani J. Raik M. Jenihhin Masoud Daneshtalab 39 2 0 10 Jun 2024
Cost-Effective Fault Tolerance for CNNs Using Parameter Vulnerability Based Hardening and Pruning Mohammad Hasan Ahmadilivani Seyedhamidreza Mousavi J. Raik Masoud Daneshtalab M. Jenihhin AAML 38 3 0 17 May 2024
MRFI: An Open Source Multi-Resolution Fault Injection Framework for Neural Network Processing Haitong Huang Cheng Liu Bo Liu Xing-xiong Xue Huawei Li Xiaowei Li 30 1 0 20 Jun 2023
DeepVigor: Vulnerability Value Ranges and Factors for DNNs' Reliability Assessment Mohammad Hasan Ahmadilivani Mahdi Taheri J. Raik Masoud Daneshtalab M. Jenihhin 39 12 0 13 Mar 2023
Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead Muhammad Shafique Mahum Naseer T. Theocharides C. Kyrkou O. Mutlu Lois Orosa Jungwook Choi OOD 78 100 0 04 Jan 2021
TensorFlow Lite Micro: Embedded Machine Learning on TinyML Systems R. David Jared Duke Advait Jain Vijay Janapa Reddi Nat Jeffries ... Meghna Natraj Shlomi Regev Rocky Rhodes Tiezhen Wang Pete Warden 116 466 0 17 Oct 2020