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SpikeSim: An end-to-end Compute-in-Memory Hardware Evaluation Tool for
  Benchmarking Spiking Neural Networks

SpikeSim: An end-to-end Compute-in-Memory Hardware Evaluation Tool for Benchmarking Spiking Neural Networks

24 October 2022
Abhishek Moitra
Abhiroop Bhattacharjee
Runcong Kuang
Gokul Krishnan
Yu Cao
Priyadarshini Panda
ArXivPDFHTML

Papers citing "SpikeSim: An end-to-end Compute-in-Memory Hardware Evaluation Tool for Benchmarking Spiking Neural Networks"

5 / 5 papers shown
Title
When In-memory Computing Meets Spiking Neural Networks -- A Perspective
  on Device-Circuit-System-and-Algorithm Co-design
When In-memory Computing Meets Spiking Neural Networks -- A Perspective on Device-Circuit-System-and-Algorithm Co-design
Abhishek Moitra
Abhiroop Bhattacharjee
Yuhang Li
Youngeun Kim
Priyadarshini Panda
30
1
0
22 Aug 2024
TReX- Reusing Vision Transformer's Attention for Efficient Xbar-based
  Computing
TReX- Reusing Vision Transformer's Attention for Efficient Xbar-based Computing
Abhishek Moitra
Abhiroop Bhattacharjee
Youngeun Kim
Priyadarshini Panda
ViT
32
2
0
22 Aug 2024
SpikingNeRF: Making Bio-inspired Neural Networks See through the Real
  World
SpikingNeRF: Making Bio-inspired Neural Networks See through the Real World
Xing-Hua Yao
Qinghao Hu
Tielong Liu
Zitao Mo
Zeyu Zhu
Zhengyang Zhuge
Jia Cheng
28
3
0
20 Sep 2023
Are SNNs Truly Energy-efficient? $-$ A Hardware Perspective
Are SNNs Truly Energy-efficient? −-− A Hardware Perspective
Abhiroop Bhattacharjee
Ruokai Yin
Abhishek Moitra
Priyadarshini Panda
19
8
0
06 Sep 2023
XploreNAS: Explore Adversarially Robust & Hardware-efficient Neural
  Architectures for Non-ideal Xbars
XploreNAS: Explore Adversarially Robust & Hardware-efficient Neural Architectures for Non-ideal Xbars
Abhiroop Bhattacharjee
Abhishek Moitra
Priyadarshini Panda
AAML
20
1
0
15 Feb 2023
1