Hypergraph Lotka-Volterra competition produces the same outcome categories (WTA, WSA, VWTA) as pairwise models, with the specific outcome determined by inhibition ratios and inputs rather than hypergraph details.
Oscillating dynamics of Lotka–Volterra neural networks with time-varying delays and distributed delays,
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Invariance of Competition Outcomes in Hypergraph Competitive Dynamics
Hypergraph Lotka-Volterra competition produces the same outcome categories (WTA, WSA, VWTA) as pairwise models, with the specific outcome determined by inhibition ratios and inputs rather than hypergraph details.