IEEE

A Survey on Hyperparameters Optimization of Deep Learning for Time Series Classification

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 ...
IEEE

AttDCT: Attention-Based Deep Learning Approach for Time Series Classification in the DCT Domain

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 ...
GoodNewsNetwork

Deep Breathing Can Create Psychedelic Bliss in Your Brain, Study Shows

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 ...
GitHub

Self-Learning-VAE-for-EEG-Artifact-Removal

This repository contains the implementation, benchmarks, and supporting tools for my MSc dissertation project: Self-learning Variational Autoencoder for EEG Artifact Removal (Key code only). Benchmark ...