AIBullisharXiv – CS AI · Mar 26/1018
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QKAN-LSTM: Quantum-inspired Kolmogorov-Arnold Long Short-term Memory
Researchers propose QKAN-LSTM, a quantum-inspired neural network that integrates quantum variational activation functions into LSTM architecture for sequential modeling. The model achieves superior predictive accuracy with 79% fewer parameters than classical LSTMs while remaining executable on classical hardware.