AI RESEARCH
Topology Structure Optimization of Reservoirs Using GLMY Homology
arXiv CS.LG
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ArXi:2509.11612v3 Announce Type: replace 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 of reservoirs, as well as their performance, is hard to analyzed, due to the lack of suitable mathematical tools. In this paper, we study the topology structure of reservoirs using persistent GLMY homology theory, and develop a method to improve its performance.