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Ruokai Yin
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 15
Top Topics
Learning Rules
Biologically Inspired
Activity Recognition
Spiking Neural Networks
Top Venues
CoRR
IEEE Micro
IEEE Des. Test
ECCV (12)
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Publications
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Donghyun Lee
,
Ruokai Yin
,
Youngeun Kim
,
Abhishek Moitra
,
Yuhang Li
,
Priyadarshini Panda
TT-SNN: Tensor Train Decomposition for Efficient Spiking Neural Network Training.
CoRR
(2024)
Ruokai Yin
,
Yuhang Li
,
Abhishek Moitra
,
Priyadarshini Panda
MINT: Multiplier-less Integer Quantization for Spiking Neural Networks.
CoRR
(2023)
Abhiroop Bhattacharjee
,
Ruokai Yin
,
Abhishek Moitra
,
Priyadarshini Panda
Are SNNs Truly Energy-efficient? - A Hardware Perspective.
CoRR
(2023)
Ruokai Yin
,
Abhishek Moitra
,
Abhiroop Bhattacharjee
,
Youngeun Kim
,
Priyadarshini Panda
SATA: Sparsity-Aware Training Accelerator for Spiking Neural Networks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
42 (6) (2023)
Abhishek Moitra
,
Ruokai Yin
,
Priyadarshini Panda
Hardware Accelerators for Spiking Neural Networks for Energy-Efficient Edge Computing.
ACM Great Lakes Symposium on VLSI
(2023)
Ruokai Yin
,
Youngeun Kim
,
Yuhang Li
,
Abhishek Moitra
,
Nitin Satpute
,
Anna Hambitzer
,
Priyadarshini Panda
Workload-Balanced Pruning for Sparse Spiking Neural Networks.
CoRR
(2023)
Youngeun Kim
,
Yuhang Li
,
Abhishek Moitra
,
Ruokai Yin
,
Priyadarshini Panda
Sharing Leaky-Integrate-and-Fire Neurons for Memory-Efficient Spiking Neural Networks.
CoRR
(2023)
Youngeun Kim
,
Yuhang Li
,
Hyoungseob Park
,
Yeshwanth Venkatesha
,
Ruokai Yin
,
Priyadarshini Panda
Exploring Lottery Ticket Hypothesis in Spiking Neural Networks.
ECCV (12)
(2022)
Youngeun Kim
,
Yuhang Li
,
Hyoungseob Park
,
Yeshwanth Venkatesha
,
Ruokai Yin
,
Priyadarshini Panda
Exploring Lottery Ticket Hypothesis in Spiking Neural Networks.
CoRR
(2022)
Ruokai Yin
,
Abhishek Moitra
,
Abhiroop Bhattacharjee
,
Youngeun Kim
,
Priyadarshini Panda
SATA: Sparsity-Aware Training Accelerator for Spiking Neural Networks.
CoRR
(2022)
Yuhang Li
,
Ruokai Yin
,
Hyoungseob Park
,
Youngeun Kim
,
Priyadarshini Panda
Wearable-based Human Activity Recognition with Spatio-Temporal Spiking Neural Networks.
CoRR
(2022)
Di Wu
,
Ruokai Yin
,
Joshua San Miguel
In-Stream Correlation-Based Division and Bit-Inserting Square Root in Stochastic Computing.
IEEE Des. Test
38 (6) (2021)
Di Wu
,
Ruokai Yin
,
Joshua San Miguel
Normalized Stability: A Cross-Level Design Metric for Early Termination in Stochastic Computing.
ASP-DAC
(2021)
Di Wu
,
Jingjie Li
,
Ruokai Yin
,
Hsuan Hsiao
,
Younghyun Kim
,
Joshua San Miguel
uGEMM: Unary Computing for GEMM Applications.
IEEE Micro
41 (3) (2021)
Di Wu
,
Jingjie Li
,
Ruokai Yin
,
Hsuan Hsiao
,
Younghyun Kim
,
Joshua San Miguel
UGEMM: Unary Computing Architecture for GEMM Applications.
ISCA
(2020)