ASIE: An Asynchronous SNN Inference Engine for AER Events Processing. - Ziyang Kang; Lei Wang 011; Shasha Guo 001; Rui Gong; Yu Deng 001; Qiang Dou (ASYNC, 2019)

PRTSM: Hardware Data Arrangement Mechanisms for Convolutional Layer Computation on the Systolic Array. - Shuquan Wang; Lei Wang 011; Shiming Li; Shuo Tian; Shasha Guo 001; Ziyang Kang; Shuzheng Zhang; Weixia Xu (NPC, 2019)

A Software-Hardware Co-exploration Framework for Optimizing Communication in Neuromorphic Processor. - Shiying Wang; Lei Wang 011; Ziyang Kang; Lianhua Qu; Shiming Li; Jinshu Su (ACA, 2020)

HashHeat: An O(C) Complexity Hashing-based Filter for Dynamic Vision Sensor. - Shasha Guo 001; Ziyang Kang; Lei Wang 011; Shiming Li; Weixia Xu (ASP-DAC, 2020)

Application-specific network-on-chip design space exploration framework for neuromorphic processor. - Ziyang Kang; Shiying Wang; Lei Wang 011; Shiming Li; Lianhua Qu; Wei Shi; Rui Gong; Weixia Xu (CF, 2020)

SNEAP: A Fast and Efficient Toolchain for Mapping Large-Scale Spiking Neural Network onto NoC-based Neuromorphic Platform. - Shiming Li; Shasha Guo 001; Limeng Zhang; Ziyang Kang; Shiying Wang; Wei Shi; Lei Wang 011; Weixia Xu (ACM Great Lakes Symposium on VLSI, 2020)

MAMAP: Congestion Relieved Memetic Algorithm based Mapping Method for Mapping Large-Scale SNNs onto NoC-based Neuromorphic Hardware. - Limeng Zhang; Shiming Li; Lianhua Qu; Ziyang Kang; Shiying Wang; Jihua Chen; Lei Wang 011 (HPCC/DSS/SmartCity, 2020)

CompressedCache: Enabling Storage Compression on Neuromorphic Processor for Liquid State Machine. - Zhijie Yang; Rui Gong; Lianhua Qu; Ziyang Kang; Li Luo; Lei Wang 011; Weixia Xu (NPC, 2020)

A Noise Filter for Dynamic Vision Sensors based on Global Space and Time Information. - Shasha Guo 001; Ziyang Kang; Lei Wang 011; Limeng Zhang; Xiaofan Chen; Shiming Li; Weixia Xu (CoRR, 2020)

SeqXFilter: A Memory-efficient Denoising Filter for Dynamic Vision Sensors. - Shasha Guo 001; Lei Wang 011; Xiaofan Chen; Limeng Zhang; Ziyang Kang; Weixia Xu (CoRR, 2020)

A coverless information hiding algorithm based on gradient matrix. - Jianbin Wu; Chuwei Luo; Ziyang Kang; Shuangkui Ge; Yemin Xin (Int. J. Comput. Sci. Eng., 2020)

SIES: A Novel Implementation of Spiking Convolutional Neural Network Inference Engine on Field-Programmable Gate Array. - Shuquan Wang; Lei Wang 011; Yu Deng 001; Zhi-Jie Yang; Sha-Sha Guo 001; Ziyang Kang; Yu-Feng Guo; Weixia Xu (J. Comput. Sci. Technol., 2020)

ASIE: An Asynchronous SNN Inference Engine for AER Events Processing. - Ziyang Kang; Lei Wang 011; Shasha Guo 001; Rui Gong; Shiming Li; Yu Deng 001; Weixia Xu (ACM J. Emerg. Technol. Comput. Syst., 2020)

A Memristor-Based Spiking Neural Network With High Scalability and Learning Efficiency. - Zhenyu Zhao; Lianhua Qu; Lei Wang 011; Quan Deng; Nan Li; Ziyang Kang; Shasha Guo 001; Weixia Xu (IEEE Trans. Circuits Syst. II Express Briefs, 2020)

A Novel Ring-based Small-World NoC for Neuromorphic Processor. - Yuchen Qiu; Chao Xiao; LingHui Peng; Junhui Wang; Ziyang Kang; Shiming Li; Lei Wang 011 (ASAP, 2021)

A Hardware Aware Liquid State Machine Generation Framework. - Shiying Wang; Ziyang Kang; Lei Wang 011; Shiming Li; Lianhua Qu (ISCAS, 2021)

HashHeat: A hashing-based spatiotemporal filter for dynamic vision sensor. - Shasha Guo 001; Ziyang Kang; Lei Wang 011; Limeng Zhang; Xiaofan Chen; Shiming Li; Weixia Xu (Integr., 2021)

A multi-objective LSM/NoC architecture co-design framework. - Shiming Li; Shuo Tian; Ziyang Kang; Lianhua Qu; Shiying Wang; Lei Wang 011; Weixia Xu (J. Syst. Archit., 2021)

An Event Based Gesture Recognition System Using a Liquid State Machine Accelerator. - Jingwei Zhu; Lei Wang; Xun Xiao; Zhijie Yang; Ziyang Kang; Shiming Li; LingHui Peng (ACM Great Lakes Symposium on VLSI, 2022)

Dynamic Vision Sensor Based Gesture Recognition Using Liquid State Machine. - Xun Xiao; Lei Wang 011; Xiaofan Chen; Lianhua Qu; Shasha Guo 001; Yao Wang 002; Ziyang Kang (ICANN (3), 2022)

A Spatio-Temporal Event Data Augmentation Method for Dynamic Vision Sensor. - Xun Xiao; Xiaofan Chen; Ziyang Kang; Shasha Guo 001; Lei Wang 011 (ICONIP (6), 2022)

Hotspot Prediction of Network-on-Chip for Neuromorphic Processor with Liquid State Machine. - Ziyang Kang; Xu Xiao; Shiming Li; Lei Wang; Yao Wang (ISCAS, 2022)

Hardware-aware liquid state machine generation for 2D/3D Network-on-Chip platforms. - Ziyang Kang; Shiying Wang; Lei Wang 011; Shiming Li; Lianhua Qu; Weixia Xu (J. Syst. Archit., 2022)

LSMCore: A 69k-Synapse/mm2 Single-Core Digital Neuromorphic Processor for Liquid State Machine. - Lei Wang 011; Zhijie Yang; Shasha Guo 001; Lianhua Qu; Xiangyu Zhang; Ziyang Kang; Weixia Xu (IEEE Trans. Circuits Syst. I Regul. Pap., 2022)

On Implementation of Sparse Finite Impulse Response Secondary Path for Active Noise Control. - Xinnian Guo; Ziyang Kang; Yang Shen; Yingna Su; Hongyan Ding; Lizhe Tan (CITS, 2023)

Work-in-Progress: CLERR: A High-performance Cross-layer Method for Eliminating Rendering Redundancy in Android. - Shixiong Huang; Nanxuan Ye; Xing Gao 004; Ziyang Kang; Guilin Li (EMSOFT, 2023)

Path-Based Multicast Routing for Network-on-Chip of the Neuromorphic Processor. - Ziyang Kang; Shiming Li; Shi-Ying Wang; Lianhua Qu; Rui Gong; Wei Shi; Weixia Xu; Lei Wang (J. Comput. Sci. Technol., 2023)

A Review of FPGA-based Graph Neural Network Accelerator Architectures. - Xiaojun Zhang; Yongwang Xia; Ziyang Kang; Xiangbao Du; Jian Gao 013 (SPML, 2024)

LSM-Based Hotspot Prediction and Hotspot-Aware Routing in NoC-Based Neuromorphic Processor. - Ziyang Kang; Jingwei Zhu; Xun Xiao; Shiming Li; Lei Wang 011; De Ma; Gang Pan 001 (IEEE Trans. Very Large Scale Integr. Syst., 2024)

An NoC-Based Latency Upper-Bound Model for Reducing Timestep Length in SNN Communication. - Ziyang Kang; Shiming Li; Lei Wang 011; De Ma; Gang Pan 001 (ISCAS, 2025)