Avoiding Catastrophic Forgetting

被引：16
|
作者：
Hasselmo, Michael E. [1 ]
机构：
[1] Boston Univ, Ctr Syst Neurosci, 2 Cummington Mall, Boston, MA 02215 USA
来源：
TRENDS IN COGNITIVE SCIENCES | 2017年 / 21卷 / 06期
基金：
美国国家卫生研究院;
关键词：
COMPLEMENTARY LEARNING-SYSTEMS;
D O I：
10.1016/j.tics.2017.04.001
中图分类号：
B84 [心理学]; C [社会科学总论]; Q98 [人类学];
学科分类号：
03 ; 0303 ; 030303 ; 04 ; 0402 ;
摘要：
引用
收藏
页码：407 / 408
页数：2
相关论文
共 50 条
  • [31] A Study on Catastrophic Forgetting in Deep LSTM Networks
    Schak, Monika
    Gepperth, Alexander
    ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2019: DEEP LEARNING, PT II, 2019, 11728 : 714 - 728
  • [32] Comparative Analysis of Catastrophic Forgetting in Metric Learning
    Huo, Jiahao
    van Zyl, Terence L.
    2020 7TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING & MACHINE INTELLIGENCE (ISCMI 2020), 2020, : 68 - 72
  • [33] Enhancing network modularity to mitigate catastrophic forgetting
    Chen, Lu
    Murata, Masayuki
    APPLIED NETWORK SCIENCE, 2020, 5 (01)
  • [34] Overcoming Catastrophic Forgetting with Hard Attention to the Task
    Serra, Joan
    Suris, Didac
    Miron, Marius
    Karatzoglou, Alexandros
    INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 80, 2018, 80
  • [35] Overcoming Catastrophic Forgetting with Gaussian Mixture Replay
    Pfuelb, Benedikt
    Gepperth, Alexander
    2021 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2021,
  • [36] Reducing catastrophic forgetting with learning on synthetic data
    Masarczyk, Wojciech
    Tautkute, Ivona
    2020 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS (CVPRW 2020), 2020, : 1019 - 1024
  • [37] Adaptive trajectory prediction without catastrophic forgetting
    Zhi, ChunYu
    Sun, HuaiJiang
    Xu, Tian
    JOURNAL OF SUPERCOMPUTING, 2023, 79 (14): : 15579 - 15596
  • [38] Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild
    Lee, Kibok
    Lee, Kimin
    Shin, Jinwoo
    Lee, Honglak
    2019 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV 2019), 2019, : 312 - 321
  • [39] Overcoming Catastrophic Forgetting by Incremental Moment Matching
    Lee, Sang-Woo
    Kim, Jin-Hwa
    Jun, Jaehyun
    Ha, Jung-Woo
    Zhang, Byoung-Tak
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 30 (NIPS 2017), 2017, 30
  • [40] Contributions by metaplasticity to solving the Catastrophic Forgetting Problem
    Jedlicka, Peter
    Tomko, Matus
    Robins, Anthony
    Abraham, Wickliffe C.
    TRENDS IN NEUROSCIENCES, 2022, 45 (09) : 656 - 666
12345