Research field (2)：
Computer systems
, High-performance computing
Research keywords (4)：
Computer Architecture
, Digital IC and VLSI Systems Design
, AI for Hardware Optimization
, Emerging Computing Paradigms with Novel Devices
Research theme for competitive and other funds (2)：
2022 - 2024 Ultra-small sparse matrix serial computation mechanism with memory transpose
Papers (15)：
Babak Golbabaei, Guangxian Zhu, Yirong Kan, Renyuan Zhang, Yasuhiko Nakashima. A Non-deterministic Training Approach for Memory-Efficient Stochastic Neural Networks. 2023 IEEE 36th International System-on-Chip Conference (SOCC). 2023
Yunpeng Yao, Yirong Kan, Guangxian Zhu, Renyuan Zhang. A Low Latency Spiking Neural Network with Improved Temporal Dynamics. 2023 IEEE 36th International System-on-Chip Conference (SOCC). 2023
Guangxian Zhu, Yirong Kan, Renyuan Zhang, Yasuhiko Nakashima. An Ultra-Compact Calculation Unit with Temporal-Spatial Re-configurability. 2023 21st IEEE Interregional NEWCAS Conference (NEWCAS). 2023
Guang Shi, Yirong Kan, Renyuan Zhang. Computer-Aided-Prediction of Body Constitution with Efficient Cock-Tail Learning. 2023 IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS). 2023
Rongliang Fu, Mengmeng Wang, Yirong Kan, Nobuyuki Yoshikawa, Tsung-Yi Ho, Olivia Chen. A Global Optimization Algorithm for Buffer and Splitter Insertion in Adiabatic Quantum-Flux-Parametron Circuits. Proceedings of the 28th Asia and South Pacific Design Automation Conference. 2023
