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 (19)：
Guangxian Zhu, Yirong Kan, Renyuan Zhang, Yasuhiko Nakashima, Wenhui Luo, Naoki Takeuchi, Nobuyuki Yoshikawa, Olivia Chen. SuperSIM: A comprehensive benchmarking framework for neural networks using superconductor josephson devices. Superconductor Science and Technology. 2024
Mingyang Li, Yirong Kan, Renyuan Zhang, Yasuhiko Nakashima. A Fully-Parallel Reconfigurable Spiking Neural Network Accelerator with Structured Sparse Connections. 2024 IEEE International Symposium on Circuits and Systems (ISCAS). 2024. 1-5
Dohyun Kim, Koki Asahina, Yirong Kan, Renyuan Zhang, Yasuhiko Nakashima. Power-Efficient Acceleration of GCNs on Coarse-Grained Linear Arrays. 2024 IEEE Symposium in Low-Power and High-Speed Chips (COOL CHIPS). 2024. 1-5
Rongliang Fu, Mengmeng Wang, Yirong Kan, Olivia Chen, Nobuyuki Yoshikawa, Bei Yu, Tsung-Yi Ho. Buffer and Splitter Insertion for Adiabatic Quantum-Flux-Parametron Circuits. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 2024. 1-1
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
