Strong Noise-Tolerance Deep Learning Network for Automatic Microseismic Events Classification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1002/essoar.10510257.1
Abstract: Identifying useful microseismic events is one of the key steps in monitoring tunnel rockbursts. Here, we propose a strong noise-tolerance deep learning (SNTDL) network for the automatic classification of noisy microseismic events. The training set,… read more here.
Keywords: noise tolerance; network; sntdl network; microseismic events ... See more keywords
Hyperbolic Hopfield neural networks with directional multistate activation function
Sign Up to like & getrecommendations! Published in 2018 at "Neurocomputing"
DOI: 10.1016/j.neucom.2017.10.053
Abstract: Abstract Complex-valued Hopfield neural networks (CHNNs) have been applied to various fields, although they tend to suffer from low noise tolerance. Rotational invariance, which is an inherent property of CHNNs, reduces noise tolerance. CHNNs have… read more here.
Keywords: multistate activation; neural networks; noise tolerance; hopfield neural ... See more keywords
Effect of Noise Reduction on Cortical Speech-in-Noise Processing and Its Variance due to Individual Noise Tolerance
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DOI: 10.1097/aud.0000000000001144
Abstract: Objectives: Despite the widespread use of noise reduction (NR) in modern digital hearing aids, our neurophysiological understanding of how NR affects speech-in-noise perception and why its effect is variable is limited. The current study aimed… read more here.
Keywords: effect; noise; noise tolerance; speech noise ... See more keywords
High noise tolerance feature extraction for partial discharge classification in XLPE cable joints
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Dielectrics and Electrical Insulation"
DOI: 10.1109/tdei.2016.005864
Abstract: Cable joints are the weakest point in cross-linked polyethylene (XLPE) cables and are susceptible to insulation failures. Partial discharge (PD) analysis is a vital tool for assessing the insulation quality in cable joints. Although many… read more here.
Keywords: cable; noise tolerance; cable joints; xlpe ... See more keywords