Modern power distribution systems experience a large-scale integration of Converter-Interfaced Distributed Energy Resources (CIDERs). As acknowledged by recent literature, the interaction individual CIDER components and different CIDERs through grid can lead to undesirable amplification harmonic frequencies and, ultimately, compromise system stability. In this context, DC AC sides has been show...

We address the problem of 3D rotation equivariance in convolutional neural networks. 3D rotations have been a challenging nuisance in 3D classification tasks requiring higher capacity and extended data augmentation in order to tackle it. We model 3D data with multivalued spherical functions and we propose a novel spherical convolutional network that implements exact convolutions on the sphere b...

Recent studies using artificial language learning have argued that the cross-linguistic frequency of harmonic word order patterns–in which heads are ordered consistently before or after dependents across syntactic categories–reflects a cognitive bias (Culbertson, Smolensky, & Legendre, 2012; Culbertson & Newport, 2015a). These studies suggest that English speaking adults and children favor harm...