Characterizing seismic isolation using convolutional neural networks and Wiener filters
Sign Up to like & getrecommendations! Published in 2024 at "Physical Review Applied"
DOI: 10.1103/physrevapplied.23.044056
Abstract: We investigate seismic motion propagation through a passively isolated mechanical system, using Wiener filters and convolutional neural networks with time-dilation layers. The goal of this study was to explore the capabilities of neural networks and… read more here.
Keywords: convolutional neural; wiener; motion; wiener filters ... See more keywords
WSS Processes and Wiener Filters on Digraphs
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2024.3510434
Abstract: In this paper, we generalize the concepts of kernels, weak stationarity and white noise from undirected to directed graphs (digraphs) based on the Jordan decomposition of the shift operator. We characterize two types of kernels… read more here.
Keywords: filters digraphs; wss processes; wiener filters; optimization ... See more keywords