2 papers
cs.LG2025
Prediction and Causality of functional MRI and synthetic signal using a Zero-Shot Time-Series Foundation Model
Alessandro Crimi, Andrea Brovelli
Time-series forecasting and causal discovery are central in neuroscience, as predicting brain activity and identifying causal relationships between neural populations and circuits…
cs.LG2024
Synergistic eigenanalysis of covariance and Hessian matrices for enhanced binary classification
Agus Hartoyo, Jan ArgasiÅski, Aleksandra Trenk +3
Covariance and Hessian matrices have been analyzed separately in the literature for classification problems. However, integrating these matrices has the potential to enhance their…