SoftSNN: Low-Cost Fault Tolerance for Spiking Neural Network
Accelerators under Soft Errors

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SoftSNN: Low-Cost Fault Tolerance for Spiking Neural Network Accelerators under Soft Errors

10 March 2022

Rachmad Vidya Wicaksana Putra

Muhammad Abdullah Hanif

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Papers citing "SoftSNN: Low-Cost Fault Tolerance for Spiking Neural Network Accelerators under Soft Errors"

15 / 15 papers shown

Title
QSViT: A Methodology for Quantizing Spiking Vision Transformers Rachmad Vidya Wicaksana Putra Saad Iftikhar Mohamed Bennai MQ 84 0 0 01 Apr 2025
Enabling Efficient Processing of Spiking Neural Networks with On-Chip Learning on Commodity Neuromorphic Processors for Edge AI Systems Rachmad Vidya Wicaksana Putra Pasindu Wickramasinghe Mohamed Bennai 112 0 0 01 Apr 2025
Input-Triggered Hardware Trojan Attack on Spiking Neural Networks Spyridon Raptis Paul Kling Ioannis Kaskampas Ihsen Alouani Haralampos-G. Stratigopoulos AAML 85 1 0 20 Mar 2025
Neuromorphic Circuits with Spiking Astrocytes for Increased Energy Efficiency, Fault Tolerance, and Memory Capacitance Aybars Yunusoglu Dexter Le Murat Isik I. C. Dikmen Teoman Karadag 61 0 0 27 Feb 2025
The Reliability Issue in ReRam-based CIM Architecture for SNN: A Survey Wei-Ting Chen 89 1 0 30 Nov 2024
SNN4Agents: A Framework for Developing Energy-Efficient Embodied Spiking Neural Networks for Autonomous Agents Rachmad Vidya Wicaksana Putra Alberto Marchisio Mohamed Bennai 66 7 0 14 Apr 2024
Embodied Neuromorphic Artificial Intelligence for Robotics: Perspectives, Challenges, and Research Development Stack Rachmad Vidya Wicaksana Putra Alberto Marchisio F. Zayer Jorge Dias Mohamed Bennai 73 11 0 04 Apr 2024
SpikeNAS: A Fast Memory-Aware Neural Architecture Search Framework for Spiking Neural Network-based Embedded AI Systems Rachmad Vidya Wicaksana Putra Mohamed Bennai 59 1 0 17 Feb 2024
RescueSNN: Enabling Reliable Executions on Spiking Neural Network Accelerators under Permanent Faults Rachmad Vidya Wicaksana Putra Muhammad Abdullah Hanif Mohamed Bennai 57 5 0 08 Apr 2023
EnforceSNN: Enabling Resilient and Energy-Efficient Spiking Neural Network Inference considering Approximate DRAMs for Embedded Systems Rachmad Vidya Wicaksana Putra Muhammad Abdullah Hanif Mohamed Bennai 57 11 0 08 Apr 2023
Improving Reliability of Spiking Neural Networks through Fault Aware Threshold Voltage Optimization Ayesha Siddique K. A. Hoque 52 5 0 12 Jan 2023
Mantis: Enabling Energy-Efficient Autonomous Mobile Agents with Spiking Neural Networks Rachmad Vidya Wicaksana Putra Mohamed Bennai 57 6 0 24 Dec 2022
enpheeph: A Fault Injection Framework for Spiking and Compressed Deep Neural Networks Alessio Colucci A. Steininger Mohamed Bennai 73 12 0 31 Jul 2022
tinySNN: Towards Memory- and Energy-Efficient Spiking Neural Networks Rachmad Vidya Wicaksana Putra Mohamed Bennai 74 6 0 17 Jun 2022
lpSpikeCon: Enabling Low-Precision Spiking Neural Network Processing for Efficient Unsupervised Continual Learning on Autonomous Agents Rachmad Vidya Wicaksana Putra Mohamed Bennai 56 16 0 24 May 2022