5 citations · 5 across the 3 of their papers we have counts for
3 papers
cs.NE2025
Spiking Neural Networks with Random Network Architecture
Zihan Dai, Huanfei Ma
The spiking neural network, known as the third generation neural network, is an important network paradigm. Due to its mode of information propagation that follows biological ratio…
stat.ML2025
Analytical Discovery of Manifold with Machine Learning
Yafei Shen, Huan-Fei Ma, Ling Yang
Understanding low-dimensional structures within high-dimensional data is crucial for visualization, interpretation, and denoising in complex datasets. Despite the advancements in m…
cs.LG2023★ 5 cited
Embedding Theory of Reservoir Computing and Reducing Reservoir Network Using Time Delays
Xing-Yue Duan, Xiong Ying, Si-Yang Leng +3
Reservoir computing (RC), a particular form of recurrent neural network, is under explosive development due to its exceptional efficacy and high performance in reconstruction or/an…