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Jindong Li
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FireFly: a high-throughput hardware accelerator for spiking neural networks with efficient DSP and memory optimization
J Li, G Shen, D Zhao, Q Zhang, Y Zeng
IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2023
20*2023
Hardware Resource and Computational Density Efficient CNN Accelerator Design Based on FPGA
X Chen, J Li, Y Zhao
2021 IEEE International Conference on Integrated Circuits, Technologies and …, 2021
62021
Firefly v2: Advancing hardware support for high-performance spiking neural network with a spatiotemporal fpga accelerator
J Li, G Shen, D Zhao, Q Zhang, Y Zeng
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2024
32024
Are Conventional SNNs Really Efficient? A Perspective from Network Quantization
G Shen, D Zhao, T Li, J Li, Y Zeng
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
22024
Implementation of CNN Heterogeneous Scheme Based on Domestic FPGA with RISC-V Soft Core CPU
H Wu, J Li, X Chen
2022 IEEE International Conference on Integrated Circuits, Technologies and …, 2022
22022
Revealing Untapped DSP Optimization Potentials for FPGA-Based Systolic Matrix Engines
J Li, T Li, G Shen, D Zhao, Q Zhang, Y Zeng
arXiv preprint arXiv:2409.03508, 2024
2024
FireFly-S: Exploiting Dual-Side Sparsity for Spiking Neural Networks Acceleration with Reconfigurable Spatial Architecture
T Li, J Li, G Shen, D Zhao, Q Zhang, Y Zeng
arXiv preprint arXiv:2408.15578, 2024
2024
Astrocyte-Enabled Advancements in Spiking Neural Networks for Large Language Modeling
G Shen, D Zhao, Y Dong, Y Li, J Li, Y Zeng
arXiv preprint arXiv:2312.07625, 2023
2023
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