De Ma

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 27

Top Topics

Hardware Implementation

Neural Architecture

Biologically Plausible

Top Venues

IEEE Trans. Cogn. Dev. Syst.

Sci. China Inf. Sci.

Publications

Wei Guo, Yuqi Zhang, De Ma, Qian Zheng
Learning to Manipulate Artistic Images. AAAI (2024)
Wei Guo, Yuqi Zhang, De Ma, Qian Zheng
Learning to Manipulate Artistic Images. CoRR (2024)
Ziyang Kang, Jingwei Zhu, Xun Xiao, Shiming Li, Lei Wang, De Ma, Gang Pan
LSM-Based Hotspot Prediction and Hotspot-Aware Routing in NoC-Based Neuromorphic Processor. IEEE Trans. Very Large Scale Integr. Syst. 32 (7) (2024)
Jiakai Liang, Chao Wang, De Ma, Ruixue Li, Keqiang Yue, Wenjun Li
Learning improvement of spiking neural networks with dynamic adaptive hyperparameter neurons. Appl. Intell. 54 (19) (2024)
Xiaobo Jin, Ming Zhang, Rui Yan, Gang Pan, De Ma
R-SNN: Region-Based Spiking Neural Network for Object Detection. IEEE Trans. Cogn. Dev. Syst. 16 (3) (2024)
Jiaqi Yan, Qianhui Liu, Malu Zhang, Lang Feng, De Ma, Haizhou Li, Gang Pan
Efficient spiking neural network design via neural architecture search. Neural Networks 173 (2024)
Zhuo Chen, De Ma, Xiaofei Jin, Qinghui Xing, Ouwen Jin, Xin Du, Shuibing He, Gang Pan
An Asynchronous Multi-core Accelerator for SNN inference. CoRR (2024)
Ziming Wang, Ziling Wang, Huaning Li, Lang Qin, Runhao Jiang, De Ma, Huajin Tang
EAS-SNN: End-to-End Adaptive Sampling and Representation for Event-based Detection with Recurrent Spiking Neural Networks. CoRR (2024)
Dong-Sheng Wu, De Ma
Spike-EFI: Spiking Neural Network for Event-Based Video Frame Interpolation. PSIVT (2023)
De Ma, Xiaofei Jin, Shichun Sun, Yitao Li, Xundong Wu, Youneng Hu, Fangchao Yang, Huajin Tang, Xiaolei Zhu, Peng Lin, Gang Pan
Darwin3: A large-scale neuromorphic chip with a Novel ISA and On-Chip Learning. CoRR (2023)
Shuiguang Deng, Pan Lv, Ouwen Jin, Schahram Dustdar, Ying Li, De Ma, Zhaohui Wu, Gang Pan
Darwin-S: A Reference Software Architecture for Brain-Inspired Computers. Computer 55 (5) (2022)
Xiaolei Zhu, Baixin Zhao, De Ma, Huajin Tang
An Efficient Learning Algorithm for Direct Training Deep Spiking Neural Networks. IEEE Trans. Cogn. Dev. Syst. 14 (3) (2022)
Lang Feng, Qianhui Liu, Huajin Tang, De Ma, Gang Pan
Multi-Level Firing with Spiking DS-ResNet: Enabling Better and Deeper Directly-Trained Spiking Neural Networks. IJCAI (2022)
Zhe Pan, Zonghua Gu, Xiaohong Jiang, Guoquan Zhu, De Ma
A Modular Approximation Methodology for Efficient Fixed-Point Hardware Implementation of the Sigmoid Function. IEEE Trans. Ind. Electron. 69 (10) (2022)
Lang Feng, Qianhui Liu, Huajin Tang, De Ma, Gang Pan
Multi-Level Firing with Spiking DS-ResNet: Enabling Better and Deeper Directly-Trained Spiking Neural Networks. CoRR (2022)
Qianhui Liu, Dong Xing, Huajin Tang, De Ma, Gang Pan
Event-based Action Recognition Using Motion Information and Spiking Neural Networks. IJCAI (2021)
Ming Zhang, Zonghua Gu, Nenggan Zheng, De Ma, Gang Pan
Efficient Spiking Neural Networks With Logarithmic Temporal Coding. IEEE Access 8 (2020)
Juncheng Shen, Xiaolei Zhu, De Ma
TensorClog: An Imperceptible Poisoning Attack on Deep Neural Network Applications. IEEE Access 7 (2019)
Haowen Fang, Amar Shrestha, De Ma, Qinru Qiu
Scalable NoC-based Neuromorphic Hardware Learning and Inference. IJCNN (2018)
Qingquan Li, Qin Zou, De Ma, Qian Wang, Song Wang
Dating Ancient Paintings of Mogao Grottoes Using Deeply Learnt Visual Codes. CoRR (2018)
Zhitao Lin, De Ma, Jianyi Meng, Linna Chen
Relative ordering learning in spiking neural network for pattern recognition. Neurocomputing 275 (2018)
Haowen Fang, Amar Shrestha, De Ma, Qinru Qiu
Scalable NoC-based Neuromorphic Hardware Learning and Inference. CoRR (2018)
Qingquan Li, Qin Zou, De Ma, Qian Wang, Song Wang
Dating ancient paintings of Mogao Grottoes using deeply learnt visual codes. Sci. China Inf. Sci. 61 (9) (2018)
Ming Zhang, Nenggan Zheng, De Ma, Gang Pan, Zonghua Gu
Efficient Spiking Neural Networks with Logarithmic Temporal Coding. CoRR (2018)
De Ma, Juncheng Shen, Zonghua Gu, Ming Zhang, Xiaolei Zhu, Xiaoqiang Xu, Qi Xu, Yangjing Shen, Gang Pan
Darwin: A neuromorphic hardware co-processor based on spiking neural networks. J. Syst. Archit. 77 (2017)
Juncheng Shen, De Ma, Zonghua Gu, Ming Zhang, Xiaolei Zhu, Xiaoqiang Xu, Qi Xu, Yangjing Shen, Gang Pan
Darwin: a neuromorphic hardware co-processor based on Spiking Neural Networks. Sci. China Inf. Sci. 59 (2) (2016)
Yanli Yang, De Ma, Ting Yu
Interpolation by nonuniform B-spline through uniform B-spline filter banks. DSP (2016)
Kai Huang, Xiaoxu Zhang, Siwen Xiu, Dan-dan Zheng, Min Yu, De Ma, Kai Huang, Gang Chen, Xiaolang Yan
Profiling and annotation combined method for multimedia application specific MPSoC performance estimation. Frontiers Inf. Technol. Electron. Eng. 16 (2) (2015)
Rongjie Yan, De Ma, Kai Huang, Xiaoxu Zhang, Siwen Xiu
Annotation and analysis combined cache modeling for native simulation. ASP-DAC (2014)
Kai Huang, De Ma, Rongjie Yan, Haitong Ge, Xiaolang Yan
High throughput VLSI architecture for H.264/AVC context-based adaptive binary arithmetic coding (CABAC) decoding. J. Zhejiang Univ. Sci. C 14 (6) (2013)
De Ma, Rongjie Yan, Kai Huang, Min Yu, Siwen Xiu, Haitong Ge, Xiaolang Yan, Ahmed Amine Jerraya
Performance Estimation Techniques With MPSoC Transaction-Accurate Models. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 32 (12) (2013)
Chunshu Li, Kai Huang, Xiaolang Yan, Jiong Feng, De Ma, Haitong Ge
A high efficient memory architecture for H.264/AVC motion compensation. ASAP (2010)