Evaluating Temporal Plasticity in Foundation Time Series Models for Incremental Fine-tuning

no code implementations • 20 Apr 2025 • Jia Liu, Cheng Jinguo, Xia Fang, Zhenyuan Ma, Yuankai Wu

Time series foundation models excel at diverse time series forecasting tasks, but their capacity for continuous improvement through incremental learning remains unexplored.

Continual Learning Incremental Learning +2

Alterations of electrocortical activity during hand movements induced by motor cortex glioma

no code implementations • 20 May 2024 • Yihan Wu, Tao Chang, Siliang Chen, Xiaodong Niu, Yu Li, Yuan Fang, Lei Yang, Yixuan Zong, Yaoxin Yang, Yuehua Li, Mengsong Wang, Wen Yang, Yixuan Wu, Chen Fu, Xia Fang, Yuxin Quan, Xilin Peng, Qiang Sun, Marc M. Van Hulle, Yanhui Liu, Ning Jiang, Dario Farina, Yuan Yang, Jiayuan He, Qing Mao

Glioma cells can reshape functional neuronal networks by hijacking neuronal synapses, leading to partial or complete neurological dysfunction.