Hierarchical recurrent neural networks for long-term dependencies

被引：0
|
作者：
ElHihi, S [1 ]
Bengio, Y [1 ]
机构：
[1] UNIV MONTREAL,DEPT INFORMAT & RECH OPERAT,MONTREAL,PQ H3C 3J7,CANADA
来源：
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 8: PROCEEDINGS OF THE 1995 CONFERENCE | 1996年 / 8卷
关键词：
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
引用
收藏
页码：493 / 499
页数：3
相关论文
共 50 条
  • [1] Learning long-term dependencies with recurrent neural networks
    Schaefer, Anton Maximilian
    Udluft, Steffen
    Zimmermann, Hans-Georg
    NEUROCOMPUTING, 2008, 71 (13-15) : 2481 - 2488
  • [2] 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
  • [3] 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
  • [4] Revisiting the problem of learning long-term dependencies in recurrent neural networks
    Johnston, Liam
    Patel, Vivak
    Cui, Yumian
    Balaprakash, Prasanna
    NEURAL NETWORKS, 2025, 183
  • [5] 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
  • [6] Training biologically plausible recurrent neural networks on cognitive tasks with long-term dependencies
    Soo, Wayne W. M.
    Goudar, Vishwa
    Wang, Xiao-Jing
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 36 (NEURIPS 2023), 2023,
  • [7] Predicting the Long-Term Dependencies in Time Series Using Recurrent Artificial Neural Networks
    Ubal, Cristian
    Di-Giorgi, Gustavo
    Contreras-Reyes, Javier E.
    Salas, Rodrigo
    MACHINE LEARNING AND KNOWLEDGE EXTRACTION, 2023, 5 (04): : 1340 - 1358
  • [8] Subtraction Gates: Another Way to Learn Long-Term Dependencies in Recurrent Neural Networks
    He, Tao
    Mao, Hua
    Yi, Zhang
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 33 (04) : 1740 - 1751
  • [9] Hierarchical Recurrent Neural Networks for Conditional Melody Generation with Long-term Structure
    Guo Zixun
    Makris, Dimos
    Herremans, Dorien
    2021 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2021,
  • [10] 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
12345