Yikai Gao - Publications

Dataset distillation for efficient seizure prediction: tiny-scale data, comparable performance.

Journal: Journal of neural engineering

Published: August 18, 2026

Cross-patient seizure prediction via continuous domain adaptation and similar sample replay.

Journal: Cognitive neurodynamics

Published: July 06, 2024

A Dynamic Window Method Based on Reinforcement Learning for SSVEP Recognition.

Journal: IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society

Published: June 03, 2024

An interpretable and generalizable deep learning model for iEEG-based seizure prediction using prototype learning and contrastive learning.

Journal: Computers in biology and medicine

Published: February 16, 2024

A Self-Interpretable Deep Learning Model for Seizure Prediction Using a Multi-Scale Prototypical Part Network.

Journal: IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society

Published: April 08, 2023

Traffic Condition Classification Model Based on Traffic-Net.

Journal: Computational intelligence and neuroscience

Published: September 21, 2022

A general sample-weighted framework for epileptic seizure prediction.

Journal: Computers in biology and medicine

Published: June 13, 2022

Pediatric Seizure Prediction in Scalp EEG Using a Multi-Scale Neural Network With Dilated Convolutions.

Journal: IEEE journal of translational engineering in health and medicine

Published: July 06, 2021