ASTDP-GAD unifies spiking neural computation, STDP learning, and graph anomaly detection with claimed theoretical guarantees on encoding, convergence, and score calibration.
A novel label-aware global graph construction method and spiking-coded graph neural network for intelligent process fault diagnosis
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Neuromorphic Graph Anomaly Detection via Adaptive STDP and Spiking Graph Neural Networks
ASTDP-GAD unifies spiking neural computation, STDP learning, and graph anomaly detection with claimed theoretical guarantees on encoding, convergence, and score calibration.