Showing 2025Show all
2 papers · 1 filter
cs.LG2025
Topology Structure Optimization of Reservoirs Using GLMY Homology
Yu Chen, Shengwei Wang, Hongwei Lin
Reservoir is an efficient network for time series processing. It is well known that network structure is one of the determinants of its performance. However, the topology structure…
cs.CG2025
Robust Model Reconstruction Based on the Topological Understanding of Point Clouds Using Persistent Homology
Yu Chen, Hongwei Lin
Reconstructing models from unorganized point clouds presents a significant challenge, especially when the models consist of multiple components represented by their surface point c…