For example, Jespersen et al. (2015) conducted six studies involving 314 patients with insomnia, which demonstrated that music improved subjective sleep quality. Similarly, sedative music was found to ...

Welcome to the official repository for Reducio Variational Autoencoder ... Reducio-VAE achieved 64x higher compression ratio. A detailed discussion of Reducio-VAE, including how it was ... As shown in ...

The use of AI in public spaces continually raises concerns about privacy and the protection of sensitive data. An example is the deployment of detection and recognition methods on humans, where images ...

Normalizing and Encoding Source Data for an Autoencoder In practice, preparing the source data for an autoencoder is the most time-consuming part of the dimensionality reduction process. To normalize ...

The examples/ directory contains some python scripts that illustrate common use cases of this codec. These tasks involve encoding and decoding one or more images using the CAE-codec, and a downstream ...

To obtain a nuanced understanding of fetal–neonatal brain development, including nonlinear growth, for the first time, we developed quantitative, systems-wide representations of brain activity in a ...

The autoencoder algorithm achieved the best anomaly detection performance than the other benchmark techniques. Compared with the LOF algorithm, which has the best results among the traditional ...