QLIF-CAST: Quantum Leaky-Integrate-and-Fire for Time-Series Weather Forecasting

Name: QLIF-CAST: Quantum Leaky-Integrate-and-Fire for Time-Series Weather Forecasting
Uploaded: 2026-10-08T16:14:54.389712+00:00
Duration: 238 s
Description: QLIF-CAST adapts a Quantum Leaky Integrate-and-Fire neuron for short-term weather forecasting. It uses quantum dynamics to process time-series data, achieving 15.4% lower MSE and 4.4% lower MAE than classical models while being up to 94% faster in training.

QLIF-CAST adapts a Quantum Leaky Integrate-and-Fire neuron for short-term weather forecasting. It uses quantum dynamics to process time-series data, achieving 15.4% lower MSE and 4.4% lower MAE than classical models while being up to 94% faster in training.

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