How embedded memory in recurrent neural network architectures helps learning long-term temporal dependencies

被引:0
|
作者
EPSON Palo Alto Laboratory, Palo Alto, CA 94034, United States [1 ]
不详 [2 ]
不详 [3 ]
不详 [4 ]
机构
来源
Neural Netw. | / 5卷 / 861-868期
关键词
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [1] How embedded memory in recurrent neural network architectures helps learning long-term temporal dependencies
    Lin, T
    Horne, BG
    Giles, CL
    NEURAL NETWORKS, 1998, 11 (05) : 861 - 868
  • [2] Learning long-term dependencies in segmented memory recurrent neural networks
    Chen, JM
    Chaudhari, NS
    ADVANCES IN NEURAL NETWORKS - ISNN 2004, PT 1, 2004, 3173 : 362 - 369
  • [3] Improvement of bidirectional recurrent neural network for learning long-term dependencies
    Chen, JM
    Chaudhari, NS
    PROCEEDINGS OF THE 17TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 4, 2004, : 593 - 596
  • [4] Learning long-term dependencies with recurrent neural networks
    Schaefer, Anton Maximilian
    Udluft, Steffen
    Zimmermann, Hans-Georg
    NEUROCOMPUTING, 2008, 71 (13-15) : 2481 - 2488
  • [5] Learning long-term dependencies in NARX recurrent neural networks
    Lin, TN
    Horne, BG
    Tino, P
    Giles, CL
    IEEE TRANSACTIONS ON NEURAL NETWORKS, 1996, 7 (06): : 1329 - 1338
  • [6] Learning long-term dependencies in segmented-memory recurrent neural networks with backpropagation of error
    Gluege, Stefan
    Boeck, Ronald
    Palm, Guenther
    Wendemuth, Andreas
    NEUROCOMPUTING, 2014, 141 : 54 - 64
  • [7] Revisiting the problem of learning long-term dependencies in recurrent neural networks
    Johnston, Liam
    Patel, Vivak
    Cui, Yumian
    Balaprakash, Prasanna
    NEURAL NETWORKS, 2025, 183
  • [8] Learning long term dependencies with recurrent neural networks
    Schaefer, Anton Maximilian
    Udluft, Steffen
    Zimmermann, Hans Georg
    ARTIFICIAL NEURAL NETWORKS - ICANN 2006, PT 1, 2006, 4131 : 71 - 80
  • [9] Hierarchical recurrent neural networks for long-term dependencies
    ElHihi, S
    Bengio, Y
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 8: PROCEEDINGS OF THE 1995 CONFERENCE, 1996, 8 : 493 - 499
  • [10] Long Short-Term Memory Recurrent Neural Network Architectures for Melody Generation
    Mishra, Abhinav
    Tripathi, Kshitij
    Gupta, Lakshay
    Singh, Krishna Pratap
    SOFT COMPUTING FOR PROBLEM SOLVING, 2019, 817 : 41 - 55