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Jiatai Cheng

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Conference Jul 2026

Efficient traffic flow prediction via bio-inspired reservoir computing with coupled neural dynamics

An improved reservoir computing model, termed I-ICM-RC, in which a Simplified Continuous Coupled Neural Network (SCCNN) is employed as the reservoir module is proposed, in which bio-inspired integrate-and-fire dynamics and structured local coupling are incorporated.

Xinyu Shi, Jiatai Cheng, Tailai Bai et al. · International Conference on... · 0 citations