Shiming Li

Hotspot Prediction of Network-on-Chip for Neuromorphic Processor with Liquid State Machine

Yao Wang, Lei Wang, Ziyang Kang, 2022, 2022 IEEE International Symposium on Circuits and Systems (ISCAS).

Exploration of Input Patterns for Enhancing the Performance of Liquid State Machines pdf

Lei Wang, Tian Shuo, Shasha Guo, 2020, 2020 IEEE 5th International Conference on Signal and Image Processing (ICSIP).

PRTSM: Hardware Data Arrangement Mechanisms for Convolutional Layer Computation on the Systolic Array

Lei Wang, Tian Shuo, Shuquan Wang, 2019, NPC.

A Systolic SNN Inference Accelerator and its Co-optimized Software Framework

Lei Wang, Yu Deng, Shuquan Wang, 2019, ACM Great Lakes Symposium on VLSI.

Systolic Array Based Accelerator and Algorithm Mapping for Deep Learning Algorithms

Lei Wang, Xiangyu Zhang, Yu Deng, 2018, NPC.

SNEAP: A Fast and Efficient Toolchain for Mapping Large-Scale Spiking Neural Network onto NoC-based Neuromorphic Platform

Lei Wang, Wei Shi, Shasha Guo, 2020, ACM Great Lakes Symposium on VLSI.

Hardware-aware liquid state machine generation for 2D/3D Network-on-Chip platforms

Weixia Xu, Lianhua Qu, Lei Wang, 2022, J. Syst. Archit..

MAMAP: Congestion Relieved Memetic Algorithm based Mapping Method for Mapping Large-Scale SNNs onto NoC-based Neuromorphic Hardware

Lianhua Qu, Lei Wang, Ziyang Kang, 2020, 2020 IEEE 22nd International Conference on High Performance Computing and Communications; IEEE 18th International Conference on Smart City; IEEE 6th International Conference on Data Science and Systems (HPCC/SmartCity/DSS).

A Software-Hardware Co-exploration Framework for Optimizing Communication in Neuromorphic Processor

Lei Wang, Shiming Li, Ziyang Kang, 2020, ACA.

Evolutionary Recurrent Neural Architecture Search

Lei Wang, Shuo Tian, Kai Hu, 2020, IEEE Embedded Systems Letters.