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cs.LG2025
Adversarial Spatio-Temporal Attention Networks for Epileptic Seizure Forecasting
Zan Li, Kyongmin Yeo, Wesley Gifford +3
Forecasting epileptic seizures from multivariate EEG signals represents a critical challenge in healthcare time series prediction, requiring high sensitivity, low false alarm rates…
cs.LG2021
Generative Adversarial Network for Probabilistic Forecast of Random Dynamical System
Kyongmin Yeo, Zan Li, Wesley M. Gifford
We present a deep learning model for data-driven simulations of random dynamical systems without a distributional assumption. The deep learning model consists of a recurrent neural…