A High-Performance Pixel-Level Fully Pipelined Hardware Accelerator for Neural Networks.  IEEE Transactions on Neural Networks and Learning Systems.  (10.1109/TNNLS.2024.3423664).  2024. 

A Novel Interface Database of Graphene Nanoribbon from Density Functional Theory.  arXiv:2311.18203. 

Graph Machine Learning Framework for Depicting Wavefunction on Interface.  Machine Learning: Science and Technology, Vol.4, No.4, 045037, 2023. 

Planar Weibull Quantum Circuit Genetic Algorithm with Strong Search Ability and its Implementation.  Physica Scripta, 98, 125113,2023. 

A Dynamic Pruning Method on Multiple Sparse Structures in Deep Neural Networks.  IEEE ACCESS.  11.  38448-38457.  2023. 

一种基于锚框的目标检测算法中先验框设计方法.  2022-07-20.  ZL202011609755.3.

基于STDP非监督学习算法的硬件友好型脉冲神经网络模型.  2020-03-04.  ZL201710222912.7.

石墨烯场效应管的电路级噪声模型及建模方法.  2019-11-25.  ZL201710998002.8.

一种基于指波变换和SVM的假指纹检测方法.  2017-04-20.  ZL201410566885.1.

《电子线路（第六版）》，高等教育出版社，“十二五”普通高等教育本科国家级规划教材. 

National Natural Science Foundation of China (NSFC).  基于波函数分布和图神经网络的低维界面局域性质理解.  62074116.  2021-01-01 to 2024-12-31.

National Natural Science Foundation of China (NSFC).  以哈密顿量为核心融合机器学习的多尺度低维纳米器件设计方法.  61874079.  2019-01-01 to 2022-12-31.

National Natural Science Foundation of China (NSFC).  多值逻辑应用驱动的石墨烯纳米带超晶格场效应器件原理设计.  61574102.  2016-06-01 to 2019-12-31.

National Natural Science Foundation of China (NSFC).  基于器件物理的射频石墨烯场效应管集约模型研究.  61204096.  2013-01-01 to 2015-12-31.

Provincial municipal and autonomous regional science and technology projects.  软硬融合的AI芯片设计方法研究.  2023010201010077.  2023-06-01 to 2025-06-30.