Brain-Like Replay Naturally Emerges in Reinforcement Learning Agents

no code implementations • 2 Feb 2024 • Jiyi Wang, Likai Tang, Huimiao Chen, Sen Song

Can replay, as a widely observed neural activity pattern in brain regions, particularly in the hippocampus and neocortex, emerge in an artificial agent?

Hippocampus reinforcement-learning

Continual Learning for Abdominal Multi-Organ and Tumor Segmentation

1 code implementation • 1 Jun 2023 • Yixiao Zhang, Xinyi Li, Huimiao Chen, Alan Yuille, Yaoyao Liu, Zongwei Zhou

The ability to dynamically extend a model to new data and classes is critical for multiple organ and tumor segmentation.

Continual Learning Organ Segmentation +2

ProGroTrack: Deep Learning-Assisted Tracking of Intracellular Protein Growth Dynamics

no code implementations • 26 May 2023 • Kai San Chan, Huimiao Chen, Chenyu Jin, Yuxuan Tian, Dingchang Lin

Accurate tracking of cellular and subcellular structures, along with their dynamics, plays a pivotal role in understanding the underlying mechanisms of biological systems.

A Deep Generative Adversarial Architecture for Network-Wide Spatial-Temporal Traffic State Estimation

no code implementations • 5 Jan 2018 • Yunyi Liang, Zhiyong Cui, Yu Tian, Huimiao Chen, Yinhai Wang

The GAA is able to combine traffic flow theory with neural networks and thus improve the accuracy of traffic state estimation.