A GPU-based computational framework that bridges Neuron simulation and Artificial Intelligence.

Yichen Zhang#, Gan He#, Lei Ma#, Xiaofei Liu, JJ Johannes Hjorth, Alexander Kozlov, Yutao He, Shenjian Zhang, Jeanette Hellgren Kotaleski, Yonghong Tian, Sten Grillner, Kai Du, Tiejun Huang.

Nature Communications

Coherent chord computation and cross ratio for accurate ellipse detection.

Mingyang Zhao, Xiaohong Jia*, Lei Ma*, Li-Ming Hu, Dong-Ming Yan

Pattern Recognition

Advanced prompting as a catalyst: Empowering large language models in the management of gastrointestinal cancers.

Jiajia Yuan, Peng Bao, Zifan Chen, etc., Lei Ma, Bin Dong.

The Innovation Medicine

Efficient Video Transformers via Spatial-Temporal Token Merging for Action Recognition.

Zhanzhou Feng, Jiamin Xu, Lei Ma, Shiliang Zhang

ACM Transactions on Multimedia Computing, Communications and Applications

GraphReg: Dynamical Point Cloud Registration with Geometry-aware Graph Signal Processing.

Mingyang Zhao, Lei Ma*, Xiaohong Jia, Dong-Ming Yan*, and Tiejun Huang.

IEEE Transactions on Image Processing

A Theoretical Model Reveals Specialized Synaptic Depressions and Temporal Frequency Tuning in Retinal Parallel Channels.

Liuyuan He, Yutao He, Lei Ma*, Tiejun Huang.

Front. Comput. Neurosci.

Accurate Registration of Cross-Modality Geometry via Consistent Clustering.

MingyangZhao ,Xiaoshui Huang , Jingen Jiang , Luntian Mou , Dong-Ming Yan , Lei Ma*.

IEEE Transactions on Visualization and Computer Graphics

Algorithms for single machine scheduling problem with release dates and submodular penalties.

Xiaofei Liu, Man Xiao, Weidong Li, Yaoyu Zhu, Lei Ma*.

Journal of Combinatorial Optimization

Hybrid High Dynamic Range Imaging fusing Neuromorphic and Conventional Images.

Jin Han, Yixin Yang, Chu Zhou, Peiqi Duan, Lei Ma, Chao Xu, Tiejun Huang, Imari Sato, and Boxin Shi*.

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

Quantization Framework for Fast Spiking Neural Networks.

Chen Li; Lei Ma; Steve Furber;

Front. Neurosci.

PS-Net: human perception-guided segmentation network for EM cell membrane.

Ruohua Shi, Keyan Bi, Kai Du, Lei Ma, Fang Fang, Lingyu Duan, Tingting Jiang*, Tiejun Huang.

Bioinformatics

Spike Camera Image Reconstruction Using Deep Spiking Neural Networks.

Rui Zhao, Ruiqin Xiong*, Jian Zhang, Zhaofei Yu, Shuyu Zhu, Lei Ma, Tiejun Huang.

IEEE Transactions on Circuits and Systems for Video Technology

On-line Single Machine Scheduling with Release Dates and Submodular Rejection Penalties.

Xiaofei Liu, Yaoyu Zhu, Weidong Li, Lei Ma*.

AAIM 2022

In Silico Mechanisms of Arsenic Trioxide-Induced Cardiotoxicity.

Yacong Li, Runlan Wan, Jun Liu*, Weichao Liu*, Lei Ma, and Henggui Zhang*.

Frontiers in Physiology

Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias.

Zhongwei Wan, Che Liu, Mi Zhang, Jie Fu, Benyou Wang, Sibo Cheng, Lei Ma, César Quilodrán-Casas, Rossella Arcucci.

NeurIPS 2023

Unsupervised Optical Flow Estimation with Dynamic Timing Representation for Spike Camera.

Lujie Xia, Ziluo Ding, Rui Zhao, Jiyuan Zhang, Lei Ma, Zhaofei Yu, Tiejun Huang, Ruiqin Xiong.

NeurIPS 2023

Driver Emotion Recognition with a Hybrid Attentional Multimodal Fusion Framework.

Luntian Mou, Yiyuan Zhao, Chao Zhou, Bahareh Nakisa, Mohammad Naim Rastgoo, Lei Ma, Tiejun Huang, Baocai Yin, Ramesh Jain, Wen Gao.

IEEE Transactions on Affective Computing

1000x Faster Camera and Machine Vision with Ordinary Devices.

Tiejun Huang; Yajing Zheng; Zhaofei Yu; Rui Chen; Yuan Li; Ruiqin Xiong; Lei Ma; Junwei Zhao; Siwei Dong; Lin Zhu; Jianing Li; Shanshan Jia; Yihua Fu; Boxin Shi; Si Wu; Yonghong Tian.

Engineering

AMSA: Adaptive Multimodal Learning for Sentiment Analysis.

Jingyao Wang, Luntian Mou, Lei Ma, Tiejun Huang, Wen Gao.

ACM Transactions on Multimedia Computing, Communications, and Applications

Advances in spike vision.

Tiejun Huang, Zhaofei Yu, Yuan Li, Boxin Shi, Ruiqin Xiong, Lei Ma, Wei Wang.

Journal of Image and Graphics

Optical flow estimation for spiking camera.

Liwen Hu#, Rui Zhao#, Ziluo Ding, Lei Ma*, Boxin Shi, Ruiqin Xiong, and Tiejun Huang.

CVPR  2022

Modeling the Detection Capability of High-Speed Spiking Cameras.

Junwei Zhao; Zhaofei Yu*; Lei Ma*; Ziluo Ding; Shiliang Zhang; Yonghong Tian; Tiejun Huang.

ICASSP 2022

SpikingSIM: a Bio-Inspired Spiking Simulator.

Junwei Zhao; Shiliang Zhang*; Lei Ma*; Zhaofei Yu; Tiejun Huang.

ISCAS 2022

Effect of arsenic trioxide on human ventricular myocytes: a model study.

Yacong Li, Jun Liu*, Runlan Wan, Lei Ma, Henggui Zhang*.

BIBM 2022

Effect of cell coupling between pacemaker cells on the biological pacemaker in cardiac tissue model.

Yacong Li, Qince Li, Kuanquan Wang, Lei Ma, Henggui Zhang*

BIBM 2022

System-level time computation and representation in the suprachiasmatic nucleus revealed by large-scale calcium imaging and machine learning.

Zichen Wang, Jing Yu, Muyue Zhai, Zehua Wang, Kaiwen Sheng, Yu Zhu, Tianyu Wang, Mianzhi Liu, Lu Wang, Miao Yan, Jue Zhang, Ying Xu, Xianhua Wang, Lei Ma*, Wei Hu* & Heping Cheng*. 

Cell Research