Revealing Causal Graph Structure in Pigeon Flocks Using Attentions in Temporal ConvNet

• المؤلفون الرئيسيون: Layacan, Jimson Paulo, Donaire, Aengus Martin, Felipe, Harvey, Go, Clark Kendrick
• التنسيق: text
• منشور في: Archīum Ateneo 2023
• الموضوعات: AD-DSTCN; attention mechanism; causal inference; collective behavior; Mathematics; Physical Sciences and Mathematics
• الوصول للمادة أونلاين: https://archium.ateneo.edu/mathematics-faculty-pubs/243; https://doi.org/10.1109/IJCNN54540.2023.10191157

The study of collective animal behavior has long been of interest to researchers across various disciplines. In this study, a modified version of the Attention-based Dilated Depthwise Separable Temporal Convolutional Networks (AD-DSTCN) architecture was used to analyze high-resolution spatiotemporal...