Triple Memory Networks: a Brain-Inspired Method for Continual Learning (TNNLS 2021)

Execution command

To run the cifar-10 experiment:

cd cifar10
python run_TMNs_cifar10.py

To run the ImageNet-50 experiment:

cd imagenet-50
python run_TMNs_imagenet.py

Citation

Please cite our paper if it is helpful to your work:

@article{wang2021triple,
  title={Triple-memory networks: A brain-inspired method for continual learning},
  author={Wang, Liyuan and Lei, Bo and Li, Qian and Su, Hang and Zhu, Jun and Zhong, Yi},
  journal={IEEE Transactions on Neural Networks and Learning Systems},
  volume={33},
  number={5},
  pages={1925--1934},
  year={2021},
  publisher={IEEE}
}