Search Results - "unsupervised autoencoder"

Clustering Continuous Wavelet Transform Characteristics of Heart Rate Variability through Unsupervised Learning by Wachowiak, Mark P., Moggridge, Jason J., Wachowiak-Smolikova, Renata

“… However, this analysis is hampered due to the length, complexity, and inter-subject variation of these signals, and, consequently, dimensionality reduction and clustering offer substantial benefits…”
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A Neural Network Study of the Phase Transitions of the 2D Antiferromagnetic q-State Potts Models on the Square Lattice by Tseng, Yuan-Heng, Jiang, Fu-Jiun

“… In addition, conventional unsupervised autoencoders (AECs) are used in our study as well. Remarkably, whereas the conventional AECs either fail or only work partially to uncover the critical phenomena of the systems associated with $q=3$ and $q=4…”
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