Sifan Sun

According to our database, Sifan Sun authored at least 8 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

CIM²PQ: An Arraywise and Hardware-Friendly Mixed Precision Quantization Method for Analog Computing-In-Memory.

Sifan Sun, Jinyu Bai, Zhaoyu Shi, Weisheng Zhao, Wang Kang

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., July, 2024

CIMQ: A Hardware-Efficient Quantization Framework for Computing-In-Memory-Based Neural Network Accelerators.

Jinyu Bai, Sifan Sun, Weisheng Zhao, Wang Kang

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., January, 2024

2023

Partial Sum Quantization for Computing-In-Memory-Based Neural Network Accelerator.

Jinyu Bai, Wenlu Xue, Yunqian Fan, Sifan Sun, Wang Kang

IEEE Trans. Circuits Syst. II Express Briefs, August, 2023

ES-MPQ: Evolutionary Search Enabled Mixed Precision Quantization Framework for Computing-in-Memory.

Sifan Sun, Jinming Ge, Jinyu Bai, Wang Kang

Proceedings of the 12th Non-Volatile Memory Systems and Applications Symposium, 2023

An In-Memory-Computing STT-MRAM Macro with Analog ReLU and Pooling Layers for Ultra-High Efficient Neural Network.

Linjun Jiang, Sifan Sun, Jinming Ge, He Zhang, Wang Kang

Proceedings of the 12th Non-Volatile Memory Systems and Applications Symposium, 2023

Exploring Bit-Level Sparsity for Partial Sum Quantization in Computing-In-Memory Accelerator.

Jinyu Bai, Sifan Sun, Wang Kang

Proceedings of the 12th Non-Volatile Memory Systems and Applications Symposium, 2023

Hierarchical Non-Structured Pruning for Computing-In-Memory Accelerators with Reduced ADC Resolution Requirement.

Wenlu Xue, Jinyu Bai, Sifan Sun, Wang Kang

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

2021

Tiny neural network search and implementation for embedded FPGA: a software-hardware co-design approach.

Jinyu Bai, Yunqian Fan, Sifan Sun, Wang Kang, Weisheng Zhao

Proceedings of the IEEE Asian Solid-State Circuits Conference, 2021