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Sifan Sun
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 7
Top Topics
Fpga Hardware
Evolutionary Search
Uniform Quantization
Neural Network
Top Venues
NVMSA
A-SSCC
IEEE Trans. Circuits Syst. II Express Briefs
DATE
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Publications
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Jinyu Bai
,
Sifan Sun
,
Weisheng Zhao
,
Wang Kang
CIMQ: A Hardware-Efficient Quantization Framework for Computing-In-Memory-Based Neural Network Accelerators.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
43 (1) (2024)
Wenlu Xue
,
Jinyu Bai
,
Sifan Sun
,
Wang Kang
Hierarchical Non-Structured Pruning for Computing-In-Memory Accelerators with Reduced ADC Resolution Requirement.
DATE
(2023)
Linjun Jiang
,
Sifan Sun
,
Jinming Ge
,
He Zhang
,
Wang Kang
An In-Memory-Computing STT-MRAM Macro with Analog ReLU and Pooling Layers for Ultra-High Efficient Neural Network.
NVMSA
(2023)
Jinyu Bai
,
Wenlu Xue
,
Yunqian Fan
,
Sifan Sun
,
Wang Kang
Partial Sum Quantization for Computing-In-Memory-Based Neural Network Accelerator.
IEEE Trans. Circuits Syst. II Express Briefs
70 (8) (2023)
Sifan Sun
,
Jinming Ge
,
Jinyu Bai
,
Wang Kang
ES-MPQ: Evolutionary Search Enabled Mixed Precision Quantization Framework for Computing-in-Memory.
NVMSA
(2023)
Jinyu Bai
,
Sifan Sun
,
Wang Kang
Exploring Bit-Level Sparsity for Partial Sum Quantization in Computing-In-Memory Accelerator.
NVMSA
(2023)
Jinyu Bai
,
Yunqian Fan
,
Sifan Sun
,
Wang Kang
,
Weisheng Zhao
Tiny neural network search and implementation for embedded FPGA: a software-hardware co-design approach.
A-SSCC
(2021)