Zhengyu Ma

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 33

Top Topics

Biologically Plausible

Spiking Neural Networks

Top Venues

IEEE Signal Process. Lett.

Publications

Jiaqi Wang, Zhenxi Song, Zhengyu Ma, Xipeng Qiu, Min Zhang, Zhiguo Zhang
Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder. CoRR (2024)
Tianhe Ren, Qing Jiang, Shilong Liu, Zhaoyang Zeng, Wenlong Liu, Han Gao, Hongjie Huang, Zhengyu Ma, Xiaoke Jiang, Yihao Chen, Yuda Xiong, Hao Zhang, Feng Li, Peijun Tang, Kent Yu, Lei Zhang
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection. CoRR (2024)
Yang Li, Wei Wang, Ming Wang, Chunmeng Dou, Zhengyu Ma, Huihui Zhou, Peng Zhang, Nicola Lepri, Xumeng Zhang, Qing Luo, Xiaoxin Xu, Guanhua Yang, Feng Zhang, Ling Li, Daniele Ielmini, Ming Liu
Binary-Stochasticity-Enabled Highly Efficient Neuromorphic Deep Learning Achieves Better-than-Software Accuracy. Adv. Intell. Syst. 6 (1) (2024)
Chenlin Zhou, Han Zhang, Liutao Yu, Yumin Ye, Zhaokun Zhou, Liwei Huang, Zhengyu Ma, Xiaopeng Fan, Huihui Zhou, Yonghong Tian
Direct Training High-Performance Deep Spiking Neural Networks: A Review of Theories and Methods. CoRR (2024)
Jiaqi Wang, Zhenxi Song, Zhengyu Ma, Xipeng Qiu, Min Zhang, Zhiguo Zhang
Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder. ACL (1) (2024)
Chenlin Zhou, Han Zhang, Zhaokun Zhou, Liutao Yu, Liwei Huang, Xiaopeng Fan, Li Yuan, Zhengyu Ma, Huihui Zhou, Yonghong Tian
QKFormer: Hierarchical Spiking Transformer using Q-K Attention. CoRR (2024)
Haonan Qiu, Munan Ning, Zeyin Song, Wei Fang, Yanqi Chen, Tao Sun, Zhengyu Ma, Li Yuan, Yonghong Tian
Self-architectural knowledge distillation for spiking neural networks. Neural Networks 178 (2024)
Xue Zhao, Jiahao Zhou, Jing Zhang, Rui Wang, Zhengyu Ma, Shaohua Hu, Bo Xu, Kun Qiu
Low-Complexity Multi-tap ET-DFE-PU for Soft-Input FEC in High-Speed IM/DD systems. OFC (2024)
Liutao Yu, Liwei Huang, Chenlin Zhou, Han Zhang, Zhengyu Ma, Huihui Zhou, Yonghong Tian
SVFormer: A Direct Training Spiking Transformer for Efficient Video Action Recognition. CoRR (2024)
Wenrui Li, Zhengyu Ma, Liang-Jian Deng, Penghong Wang, Jinqiao Shi, Xiaopeng Fan
Reservoir Computing Transformer for Image-Text Retrieval. ACM Multimedia (2023)
Wenrui Li, Zhengyu Ma, Liang-Jian Deng, Xiaopeng Fan, Yonghong Tian
Neuron-Based Spiking Transmission and Reasoning Network for Robust Image-Text Retrieval. IEEE Trans. Circuits Syst. Video Technol. 33 (7) (2023)
Yanqi Chen, Zhengyu Ma, Wei Fang, Xiawu Zheng, Zhaofei Yu, Yonghong Tian
A Unified Framework for Soft Threshold Pruning. CoRR (2023)
Wenrui Li, Zhengyu Ma, Jinqiao Shi, Xiaopeng Fan
The Style Transformer With Common Knowledge Optimization for Image-Text Retrieval. IEEE Signal Process. Lett. 30 (2023)
Wenrui Li, Xi-Le Zhao, Zhengyu Ma, Xingtao Wang, Xiaopeng Fan, Yonghong Tian
Motion-Decoupled Spiking Transformer for Audio-Visual Zero-Shot Learning. ACM Multimedia (2023)
Liwei Huang, Zhengyu Ma, Huihui Zhou, Yonghong Tian
Deep recurrent spiking neural networks capture both static and dynamic representations of the visual cortex under movie stimuli. CoRR (2023)
Chenlin Zhou, Liutao Yu, Zhaokun Zhou, Han Zhang, Zhengyu Ma, Huihui Zhou, Yonghong Tian
Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network. CoRR (2023)
Yang Li, Wei Wang, Ming Wang, Chunmeng Dou, Zhengyu Ma, Huihui Zhou, Peng Zhang, Nicola Lepri, Xumeng Zhang, Qing Luo, Xiaoxin Xu, Guanhua Yang, Feng Zhang, Ling Li, Daniele Ielmini, Ming Liu
Binary stochasticity enabled highly efficient neuromorphic deep learning achieves better-than-software accuracy. CoRR (2023)
Wenrui Li, Zhengyu Ma, Liang-Jian Deng, Hengyu Man, Xiaopeng Fan
Modality-Fusion Spiking Transformer Network for Audio-Visual Zero-Shot Learning. ICME (2023)
Liwei Huang, Zhengyu Ma, Liutao Yu, Huihui Zhou, Yonghong Tian
Deep Spiking Neural Networks with High Representation Similarity Model Visual Pathways of Macaque and Mouse. CoRR (2023)
Yanqi Chen, Zhengyu Ma, Wei Fang, Xiawu Zheng, Zhaofei Yu, Yonghong Tian
A Unified Framework for Soft Threshold Pruning. ICLR (2023)
Wei Fang, Zhaofei Yu, Zhaokun Zhou, Ding Chen, Yanqi Chen, Zhengyu Ma, Timothée Masquelier, Yonghong Tian
Parallel Spiking Neurons with High Efficiency and Ability to Learn Long-term Dependencies. NeurIPS (2023)
Wei Fang, Zhaofei Yu, Zhaokun Zhou, Yanqi Chen, Zhengyu Ma, Timothée Masquelier, Yonghong Tian
Parallel Spiking Neurons with High Efficiency and Long-term Dependencies Learning Ability. CoRR (2023)
Liwei Huang, Zhengyu Ma, Liutao Yu, Huihui Zhou, Yonghong Tian
Deep Spiking Neural Networks with High Representation Similarity Model Visual Pathways of Macaque and Mouse. AAAI (2023)
Wenrui Li, Zhengyu Ma, Xiaopeng Fan
The style transformer with common knowledge optimization for image-text retrieval. CoRR (2023)
Chenlin Zhou, Han Zhang, Zhaokun Zhou, Liutao Yu, Zhengyu Ma, Huihui Zhou, Xiaopeng Fan, Yonghong Tian
Enhancing the Performance of Transformer-based Spiking Neural Networks by Improved Downsampling with Precise Gradient Backpropagation. CoRR (2023)
Haonan Qiu, Zeyin Song, Yanqi Chen, Munan Ning, Wei Fang, Tao Sun, Zhengyu Ma, Li Yuan, Yonghong Tian
Temporal Contrastive Learning for Spiking Neural Networks. CoRR (2023)
Kaiwei Che, Zhaokun Zhou, Zhengyu Ma, Wei Fang, Yanqi Chen, Shuaijie Shen, Li Yuan, Yonghong Tian
Auto-Spikformer: Spikformer Architecture Search. CoRR (2023)
Yanqi Chen, Zhaofei Yu, Wei Fang, Zhengyu Ma, Tiejun Huang, Yonghong Tian
State Transition of Dendritic Spines Improves Learning of Sparse Spiking Neural Networks. ICML (2022)
Zhengyu Ma, Hong Seo Ryoo
Spherical Classification of Data, a New Rule-Based Learning Method. J. Classif. 38 (1) (2021)
Jingping Qiu, Zhenbang Guo, Long Li, Shiyu Zhang, Yingliang Zhao, Zhengyu Ma
A Hybrid Artificial Intelligence Model for Predicting the Strength of Foam-Cemented Paste Backfill. IEEE Access 8 (2020)
Guizhong Tian, Wei Zhang, Zhengyu Ma, Honggen Zhou, Xuwen Jing, Guochao Li
Modeling and Analysis of the Reliability of Machining Process of Diesel Engine Blocks Based on PFMECA. IEEE Access 7 (2019)
Zhengyu Ma, Tianjiao Qi, James Route, Amir Ziai
Mining Data from the Congressional Record. CoRR (2019)
Zhengyu Ma, Quansheng Guan, Fei Ji, Hua Yu, Fangjiong Chen
An Efficient and Low-Signaling Opportunistic Routing for Underwater Acoustic Sensor Networks. ICISA (2017)