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2103.00421
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SparkXD: A Framework for Resilient and Energy-Efficient Spiking Neural Network Inference using Approximate DRAM
Design Automation Conference (DAC), 2021
28 February 2021
Rachmad Vidya Wicaksana Putra
Muhammad Abdullah Hanif
Mohamed Bennai
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Papers citing
"SparkXD: A Framework for Resilient and Energy-Efficient Spiking Neural Network Inference using Approximate DRAM"
17 / 17 papers shown
SpikeVox: Towards Energy-Efficient Speech Therapy Framework with Spike-driven Generative Language Models
Rachmad Vidya Wicaksana Putra
Aadithyan Rajesh Nair
Muhammad Shafique
126
0
0
17 Oct 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
431
6
0
01 Apr 2025
QSViT: A Methodology for Quantizing Spiking Vision Transformers
Rachmad Vidya Wicaksana Putra
Saad Iftikhar
Mohamed Bennai
MQ
395
3
0
01 Apr 2025
SNN4Agents: A Framework for Developing Energy-Efficient Embodied Spiking Neural Networks for Autonomous Agents
Rachmad Vidya Wicaksana Putra
Alberto Marchisio
Mohamed Bennai
320
11
0
14 Apr 2024
A Methodology to Study the Impact of Spiking Neural Network Parameters considering Event-Based Automotive Data
International Conference on Control, Automation, Robotics and Vision (ICARCV), 2024
Iqra Bano
Rachmad Vidya Wicaksana Putra
Alberto Marchisio
Mohamed Bennai
255
6
0
04 Apr 2024
Embodied Neuromorphic Artificial Intelligence for Robotics: Perspectives, Challenges, and Research Development Stack
International Conference on Control, Automation, Robotics and Vision (ICARCV), 2024
Rachmad Vidya Wicaksana Putra
Alberto Marchisio
F. Zayer
Jorge Dias
Mohamed Bennai
303
21
0
04 Apr 2024
RescueSNN: Enabling Reliable Executions on Spiking Neural Network Accelerators under Permanent Faults
Frontiers in Neuroscience (Front. Neurosci.), 2023
Rachmad Vidya Wicaksana Putra
Muhammad Abdullah Hanif
Mohamed Bennai
249
8
0
08 Apr 2023
TopSpark: A Timestep Optimization Methodology for Energy-Efficient Spiking Neural Networks on Autonomous Mobile Agents
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
Rachmad Vidya Wicaksana Putra
Mohamed Bennai
283
18
0
03 Mar 2023
Mantis: Enabling Energy-Efficient Autonomous Mobile Agents with Spiking Neural Networks
International Conference on Automation, Robotics and Applications (ICARA), 2022
Rachmad Vidya Wicaksana Putra
Mohamed Bennai
279
6
0
24 Dec 2022
tinySNN: Towards Memory- and Energy-Efficient Spiking Neural Networks
Rachmad Vidya Wicaksana Putra
Mohamed Bennai
181
6
0
17 Jun 2022
lpSpikeCon: Enabling Low-Precision Spiking Neural Network Processing for Efficient Unsupervised Continual Learning on Autonomous Agents
IEEE International Joint Conference on Neural Network (IJCNN), 2022
Rachmad Vidya Wicaksana Putra
Mohamed Bennai
184
21
0
24 May 2022
SoftSNN: Low-Cost Fault Tolerance for Spiking Neural Network Accelerators under Soft Errors
Design Automation Conference (DAC), 2022
Rachmad Vidya Wicaksana Putra
Muhammad Abdullah Hanif
Mohamed Bennai
277
36
0
10 Mar 2022
Towards Energy-Efficient and Secure Edge AI: A Cross-Layer Framework
Mohamed Bennai
Alberto Marchisio
Rachmad Vidya Wicaksana Putra
Muhammad Abdullah Hanif
296
44
0
20 Sep 2021
ReSpawn: Energy-Efficient Fault-Tolerance for Spiking Neural Networks considering Unreliable Memories
Rachmad Vidya Wicaksana Putra
Muhammad Abdullah Hanif
Mohamed Bennai
219
42
0
23 Aug 2021
Q-SpiNN: A Framework for Quantizing Spiking Neural Networks
Rachmad Vidya Wicaksana Putra
Mohamed Bennai
MQ
285
60
0
05 Jul 2021
DVS-Attacks: Adversarial Attacks on Dynamic Vision Sensors for Spiking Neural Networks
Alberto Marchisio
Giacomo Pira
Maurizio Martina
Guido Masera
Mohamed Bennai
AAML
349
36
0
01 Jul 2021
CarSNN: An Efficient Spiking Neural Network for Event-Based Autonomous Cars on the Loihi Neuromorphic Research Processor
Alberto Viale
Alberto Marchisio
Maurizio Martina
Guido Masera
Mohamed Bennai
226
55
0
01 Jul 2021
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