ASTDP-GAD unifies spiking neural computation, STDP learning, and graph anomaly detection with claimed theoretical guarantees on encoding, convergence, and score calibration.
Emerging neuromorphic devices-compatible snn hardware with adaptive stdp and validation using novel cmos neuron- synapse circuits
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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.