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cs.AI2026
An FPGA-Based Spiking Neural Network for Spatiotemporal Pattern Learning and Classification
Jingang Jin, Yue Ma, Zhenhang Zhang +1
Spiking Neural Networks (SNNs) are promising for energy-efficient spatiotemporal pattern recognition at the edge, but efficient deployment and on-device adaptation require speciali…
cs.AI2026
Adversarially Robust Abductive Fusion of Pre-trained Transformer-based Perception Models
Mario Leiva, Yue Ma, Qinru Qiu +2
Deploying pre-trained perception models in novel environments degrades their accuracy under distributional shift, and assembling them alone does not recover it: combiners such as m…