ARTIFICIAL NEURAL NETWORK: A MODULAR APPROACH

被引：0
|
作者：
Castro, Catarina F. [1 ,2 ]
机构：
[1] Univ Porto, Fac Engn, INEGI, Rua Campo Alegre 823, P-4100 Oporto, Portugal
[2] Univ Porto, Fac Engn, DEMec, P-4100 Oporto, Portugal
来源：
M2D2015: PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON MECHANICS AND MATERIALS IN DESIGN | 2015年
关键词：
artificial neural network; modular approach; optimization; complex analysis;
D O I：
暂无
中图分类号：
R318 [生物医学工程];
学科分类号：
0831 ;
摘要：
Artificial neural networks (ANNs) are computational performers which can be trained based on a set of examples. ANNs are powerful tools for modeling the highly nonlinear behavior of physiological data. A modular approach gives the possibility of incorporating knowledge into the modelling process through the use of a modular architecture that takes into account the existence of various regimes. The case study presented here addresses flow division in large vessel bifurcations.
引用
收藏
页码：2213 / 2214
页数：2
相关论文
共 50 条
  • [1] A Modular Artificial Neural Network Valuation system
    Panayiotou, PA
    Pattichis, C
    Jenkins, D
    Plimmer, F
    [J]. MELECON 2000: INFORMATION TECHNOLOGY AND ELECTROTECHNOLOGY FOR THE MEDITERRANEAN COUNTRIES, VOLS 1-3, PROCEEDINGS, 2000, : 457 - 460
  • [2] A MODULAR ARTIFICIAL NEURAL NETWORK FOR TEXTURE PROCESSING
    VANHULLE, MM
    TOLLENAERE, T
    [J]. NEURAL NETWORKS, 1993, 6 (01) : 7 - 32
  • [3] Designing modular artificial neural network through evolution
    Volna, Eva
    [J]. ARTIFICIAL NEURAL NETWORKS - ICANN 2007, PT 1, PROCEEDINGS, 2007, 4668 : 299 - 308
  • [4] A modular neural network approach to fault diagnosis
    Rodriguez, C
    Rementeria, S
    Martin, JI
    Lafuente, A
    Muguerza, J
    Perez, J
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS, 1996, 7 (02): : 326 - 340
  • [5] Computational Approach of Artificial Neural Network
    Ravichandra, Thangjam
    Thingom, Chintureena
    [J]. 2017 INTERNATIONAL CONFERENCE ON INNOVATIVE MECHANISMS FOR INDUSTRY APPLICATIONS (ICIMIA), 2017, : 646 - 649
  • [6] An approach to artificial neural network training
    Czarnowski, I
    Jedrzejowicz, P
    [J]. RESEARCH AND DEVELOPMENT IN INTELLIGENT SYSTEM XIX, 2003, : 149 - 162
  • [7] An experiment in task decomposition and ensembling for a modular artificial neural network
    Ferguson, B
    Ghosh, R
    Yearwood, J
    [J]. INNOVATIONS IN APPLIED ARTIFICIAL INTELLIGENCE, 2004, 3029 : 97 - 106
  • [8] An artificial modular neural network and its basic dynamical characteristics
    Ozawa, S
    Tsutsumi, K
    Baba, N
    [J]. BIOLOGICAL CYBERNETICS, 1998, 78 (01) : 19 - 36
  • [9] A neural network approach for the development of modular product architectures
    Pandremenos, J.
    Chryssolouris, G.
    [J]. INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2011, 24 (10) : 879 - 887
  • [10] Robot inverse kinematics: A modular neural network approach
    Alsina, PJ
    Gehlot, NS
    [J]. 38TH MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS, PROCEEDINGS, VOLS 1 AND 2, 1996, : 631 - 634
12345