HodgePhaseNet: Discrete Hodge Decomposition of Semantic Flows in Transformer Attention

Kiyotaka Kasubuchi, Kazuo Fukiya

WavePhaseNet introduced frequency-resolved semantic representations, QuantumPhaseNet introduced gauge-covariant phase connections, and ModularPhaseNet made a finite cyclic phase ch…