WEIGHT LIMITING, WEIGHT QUANTIZATION AND GENERALIZATION IN MULTILAYER PERCEPTRONS

被引：0
|
作者：
WOODLAND, PC
机构：
来源：
FIRST IEE INTERNATIONAL CONFERENCE ON ARTIFICIAL NEURAL NETWORKS | 1989年
关键词：
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
引用
收藏
页码：297 / 300
页数：4
相关论文
共 50 条
  • [31] ON THE GENERALIZATION ABILITY OF DILUTED PERCEPTRONS
    KUHLMANN, P
    MULLER, KR
    JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1994, 27 (11): : 3759 - 3774
  • [32] WEIGHT SMOOTHING TO IMPROVE NETWORK GENERALIZATION
    JEAN, JSN
    WANG, J
    IEEE TRANSACTIONS ON NEURAL NETWORKS, 1994, 5 (05): : 752 - 763
  • [33] Dynamic Stream Weight Estimation in Coupled-HMM-based Audio-visual Speech Recognition Using Multilayer Perceptrons
    Abdelaziz, Ahmed Hussen
    Kolossa, Dorothea
    15TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2014), VOLS 1-4, 2014, : 1144 - 1148
  • [34] A hybrid learning algorithm for multilayer perceptrons to improve generalization under sparse training data conditions
    Tonomura, M
    Nakayama, K
    IJCNN'01: INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-4, PROCEEDINGS, 2001, : 967 - 972
  • [35] THE MOLECULAR WEIGHT AND LIMITING DENSITY OF PROPANE
    CASADO, FL
    MASSIE, DS
    WHYTLAWGRAY, R
    JOURNAL OF THE CHEMICAL SOCIETY, 1949, (JUL): : 1746 - 1752
  • [36] Study of Weight Quantization Associations over a Weight Range for Application in Memristor Devices
    Kim, Yerim
    Noh, Hee Yeon
    Koo, Gyogwon
    Lee, Hyunki
    Lee, Sanghan
    Choi, Rock-Hyun
    Lee, Shinbuhm
    Lee, Myoung-Jae
    Lee, Hyeon-Jun
    MICROMACHINES, 2024, 15 (10)
  • [37] TECHNIQUES FOR THE MINIMIZATION OF MULTILAYER PERCEPTRONS
    MIRZAI, AR
    HIGGINS, A
    TSAPTSINOS, D
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 1993, 6 (03) : 265 - 277
  • [38] ON THE DECISION REGIONS OF MULTILAYER PERCEPTRONS
    GIBSON, GJ
    COWAN, CFN
    PROCEEDINGS OF THE IEEE, 1990, 78 (10) : 1590 - 1594
  • [39] Data compression with multilayer perceptrons
    Manger, R
    Proceedings of the 10th International Conference on Operational Research - KOI 2004, 2005, : 121 - 130
  • [40] Efficiently learning multilayer perceptrons
    Bunzmann, C
    Biehl, M
    Urbanczik, R
    PHYSICAL REVIEW LETTERS, 2001, 86 (10) : 2166 - 2169
12345