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Ruokai Yin
标题
引用次数
引用次数
年份
UGEMM: Unary computing architecture for GEMM applications
D Wu, J Li, R Yin, H Hsiao, Y Kim, J San Miguel
International Symposium on Computer Architecture (ISCA) 2020, 377-390, 2020
442020
Exploring lottery ticket hypothesis in spiking neural networks
Y Kim, Y Li, H Park, Y Venkatesha, R Yin, P Panda
European Conference on Computer Vision (ECCV) 2022, 102-120, 2022
41*2022
SATA: Sparsity-Aware Training Accelerator for Spiking Neural Networks
R Yin, A Moitra, A Bhattacharjee, Y Kim, P Panda
IEEE Transactions on Computer-aided Design of Integrated Circuits and …, 2022
322022
MINT: Multiplier-less INTeger Quantization for Energy Efficient Spiking Neural Networks
R Yin, Y Li, A Moitra, P Panda
Asia and South Pacific Design Automation Conference (ASP-DAC) 2024, 830-835, 2024
9*2024
In-stream correlation-based division and bit-inserting square root in stochastic computing
D Wu, R Yin, J San Miguel
IEEE Design & Test 38 (6), 53-59, 2021
92021
Workload-balanced pruning for sparse spiking neural networks
R Yin, Y Kim, Y Li, A Moitra, N Satpute, A Hambitzer, P Panda
IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI), 2023
82023
uGEMM: Unary computing for GEMM applications
D Wu, J Li, R Yin, H Hsiao, Y Kim, J San Miguel
IEEE Micro 41 (3), 50-56, 2021
82021
Normalized stability: A cross-level design metric for early termination in stochastic computing
D Wu, R Yin, JS Miguel
Asia and South Pacific Design Automation Conference (ASPDAC) 2021, 254-259, 2021
82021
Wearable-based human activity recognition with spatio-temporal spiking neural networks
Y Li, R Yin, H Park, Y Kim, P Panda
Advances in Neural Information Processing Systems (NeurIPS) 2022, Workshop …, 2022
62022
Sharing Leaky-Integrate-and-Fire Neurons for Memory-Efficient Spiking Neural Networks
Y Kim, Y Li, A Moitra, R Yin, P Panda
Frontiers in Neuroscience 17, 1230002, 2023
42023
Do we really need a large number of visual prompts?
Y Kim, Y Li, A Moitra, R Yin, P Panda
Neural Networks, 106390, 2024
12024
Are SNNs Truly Energy-efficient?—A Hardware Perspective
A Bhattacharjee*, R Yin*, A Moitra*, P Panda
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
12024
Rethinking skip connections in Spiking Neural Networks with Time-To-First-Spike coding
Y Kim, A Kahana, R Yin, Y Li, P Stinis, GE Karniadakis, P Panda
Frontiers in Neuroscience 18, 1346805, 2024
12024
TT-SNN: Tensor Train Decomposition for Efficient Spiking Neural Network Training
D Lee, R Yin, Y Kim, A Moitra, Y Li, P Panda
Design, Automation and Test in Europe Conference (DATE) 2024, 2024
12024
Efficient human activity recognition with spatio-temporal spiking neural networks
Y Li, R Yin, Y Kim, P Panda
Frontiers in Neuroscience 17, 1233037, 2023
2023
Hardware Accelerators for Spiking Neural Networks for Energy-Efficient Edge Computing
A Moitra, R Yin, P Panda
Great Lakes Symposium on VLSI (GLSVSI) 2023, 137-138, 2023
2023
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