Project Category

Applied Deep Learning & Neural Networks

Research applications of neural networks to signal classification and biomedical data analysis, with links to the published methods.

All projects
Deep Learning Neural Networks Classification Time Series Signal Analysis

sEMG Hand Movement Recognition

Task: classify hand movements from surface electromyography (sEMG) signals.

Approach: signal preprocessing and deep neural network classification.

Deep Learning Signal Analysis Classification Neural Networks

Self-Organizing Map Cancer Classification

Task: analyze patterns in biomedical data for classification.

Approach: self-organizing maps for representation and clustering.

Neural Networks Classification Data Analysis Applied AI