Sifan Sun

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Uniform Quantization

Top Venues

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

IEEE Trans. Circuits Syst. II Express Briefs

Publications

Sifan Sun, Jinyu Bai, Zhaoyu Shi, Weisheng Zhao, Wang Kang
CIM²PQ: An Arraywise and Hardware-Friendly Mixed Precision Quantization Method for Analog Computing-In-Memory. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (7) (2024)
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)