Brain-inspired and Self-based Artificial Intelligence

no code implementations • 29 Feb 2024 • Yi Zeng, Feifei Zhao, Yuxuan Zhao, Dongcheng Zhao, Enmeng Lu, Qian Zhang, Yuwei Wang, Hui Feng, Zhuoya Zhao, Jihang Wang, Qingqun Kong, Yinqian Sun, Yang Li, Guobin Shen, Bing Han, Yiting Dong, Wenxuan Pan, Xiang He, Aorigele Bao, Jin Wang

In this paper, we introduce a Brain-inspired and Self-based Artificial Intelligence (BriSe AI) paradigm.

DPSNN: A Differentially Private Spiking Neural Network with Temporal Enhanced Pooling

no code implementations • 24 May 2022 • Jihang Wang, Dongcheng Zhao, Guobin Shen, Qian Zhang, Yi Zeng

Privacy protection is a crucial issue in machine learning algorithms, and the current privacy protection is combined with traditional artificial neural networks based on real values.

Face Recognition Image Classification +5

Spiking CapsNet: A Spiking Neural Network With A Biologically Plausible Routing Rule Between Capsules

no code implementations • 15 Nov 2021 • Dongcheng Zhao, Yang Li, Yi Zeng, Jihang Wang, Qian Zhang

Our Spiking CapsNet fully combines the strengthens of SNN and CapsNet, and shows strong robustness to noise and affine transformation.