no code implementations • 29 Dec 2023 • De Ma, Xiaofei Jin, Shichun Sun, Yitao Li, Xundong Wu, Youneng Hu, Fangchao Yang, Huajin Tang, Xiaolei Zhu, Peng Lin, Gang Pan
The Darwin3 chip supports up to 2. 35 million neurons, making it the largest of its kind in neuron scale.
no code implementations • 21 Jun 2023 • Xundong Wu, Pengfei Zhao, Zilin Yu, Lei Ma, Ka-Wa Yip, Huajin Tang, Gang Pan, Tiejun Huang
Our comprehension of biological neuronal networks has profoundly influenced the evolution of artificial neural networks (ANNs).
no code implementations • 1 Jan 2021 • Zilin Yu, Chao Wang, Xin Wang, Yong Zhao, Xundong Wu
This work studies intragroup sparsity, a fine-grained structural constraint on network weight parameters.
no code implementations • 26 Oct 2019 • Zhilin Yu, Chao Wang, Xin Wang, Qing Wu, Yong Zhao, Xundong Wu
Modern deep neural networks rely on overparameterization to achieve state-of-the-art generalization.
no code implementations • NeurIPS 2018 • Xundong Wu, Xiangwen Liu, Wei Li, Qing Wu
In this study, we model such local nonlinearity of dendritic trees with our dendritic neural network (DENN) structure and apply this structure to typical machine learning tasks.
1 code implementation • 11 Apr 2016 • Xundong Wu, Yong Wu, Yong Zhao
We trained Binarized Neural Networks (BNNs) on the high resolution ImageNet ILSVRC-2102 dataset classification task and achieved a good performance.
no code implementations • 18 Jun 2015 • Xundong Wu
To build the connectomics map of the brain, we developed a new algorithm that can automatically refine the Membrane Detection Probability Maps (MDPM) generated to perform automatic segmentation of electron microscopy (EM) images.
BIG-bench Machine Learning Electron Microscopy Image Segmentation +3