Abstract: Time series classification (TSC) is essential in various application domains to understand the system dynamics. The adoption of deep learning has advanced TSC, however its performance is ...
Abstract: This article proposes a new deep learning framework for time series classification in the discrete cosine transform (DCT) domain with spectral enhancement and self-attention mechanisms. The ...
A study recently found that deep-breathing exercises induce similar patterns of blood flow to the brain seen in patients using psychedelic substances like psilocybin. This altered state of ...