Heterogeneous Idealization of Ion Channel Recordings – Open Channel Noise
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on NanoBioscience"
DOI: 10.1109/tnb.2020.3031202
Abstract: We propose a new model-free segmentation method for idealizing ion channel recordings. This method is designed to deal with heterogeneity of measurement errors. This in particular applies to open channel noise which, in general, is… read more here.
Keywords: ion channel; open channel; channel noise; channel recordings ... See more keywords
Turning Channel Noise into an Accelerator for Over-the-Air Principal Component Analysis
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Wireless Communications"
DOI: 10.1109/twc.2022.3162868
Abstract: The enormous data distributed at the network edge and ubiquitous connectivity have led to the emergence of the new paradigm of distributed machine learning and large-scale data analytics. Distributed principal component analysis (PCA) concerns finding… read more here.
Keywords: principal component; channel noise; air; component analysis ... See more keywords