Approximation of sigmoid function and the derivative for artificial neurons

被引：0
|
作者：
Basterrextea, Koldo [1 ]
Tarela, José Manuel [2 ]
Campo, Inés Del [2 ]
机构：
[1] Elektron. eta Telekomunikazio Saila, University of the Basque Country, EUITI Bilbao. La Casilla plaza 3, 48012 Bilbao, Spain
[2] Elektrizitate eta Elektronika Saila, University of the Basque Country, Spain
来源：
Advances in Neural Networks and Applications | 2001年
关键词：
D O I：
暂无
中图分类号：
学科分类号：
摘要：
5
引用
收藏
页码：397 / 401
相关论文
共 50 条
  • [1] Approximation of sigmoid function and the derivative for hardware implementation of artificial neurons
    Basterretxea, K
    Tarela, JM
    del Campo, I
    [J]. IEE PROCEEDINGS-CIRCUITS DEVICES AND SYSTEMS, 2004, 151 (01): : 18 - 24
  • [2] Low-error approximation of artificial neuron sigmoid function and its derivative
    Armato, A.
    Fanucci, L.
    Pioggia, G.
    De Rossi, D.
    [J]. ELECTRONICS LETTERS, 2009, 45 (21) : 1082 - 1083
  • [3] Controlled accuracy approximation of sigmoid function for efficient FPGA-based implementation of artificial neurons
    del Campo, I.
    Finker, R.
    Echanobe, J.
    Basterretxea, K.
    [J]. ELECTRONICS LETTERS, 2013, 49 (25) : 1598 - 1600
  • [4] Digital hardware implementation of sigmoid function and its derivative for artificial neural networks
    Faiedh, H
    Gafsi, Z
    Besbes, K
    Torki, K
    [J]. ICM 2001: 13TH INTERNATIONAL CONFERENCE ON MICROELECTRONICS, PROCEEDINGS, 2001, : 189 - 192
  • [5] On the approximation of the step function by some sigmoid functions
    Iliev, A.
    Kyurkchiev, N.
    Markov, S.
    [J]. MATHEMATICS AND COMPUTERS IN SIMULATION, 2017, 133 : 223 - 234
  • [6] CHEBYSHEV POLYNOMIAL APPROXIMATION FOR ACTIVATION SIGMOID FUNCTION
    Vlcek, Miroslav
    [J]. NEURAL NETWORK WORLD, 2012, 22 (04) : 387 - 393
  • [7] Comparison of function approximation with sigmoid and radial basis function networks
    Russell, G
    Fausett, LV
    [J]. APPLICATIONS AND SCIENCE OF ARTIFICIAL NEURAL NETWORKS II, 1996, 2760 : 61 - 72
  • [8] POLYNOMIAL APPROXIMATION OF A FUNCTION AND ITS DERIVATIVE
    MCLAUGHL.HW
    VOYTUK, JA
    [J]. NOTICES OF THE AMERICAN MATHEMATICAL SOCIETY, 1969, 16 (01): : 180 - &
  • [9] New fractional derivative with sigmoid function as the kernel and its models
    Liu, Jian-Gen
    Yang, Xiao-Jun
    Feng, Yi-Ying
    Cui, Ping
    [J]. CHINESE JOURNAL OF PHYSICS, 2020, 68 : 533 - 541
  • [10] THE SCALING PARAMETER OF THE SIGMOID FUNCTION IN ARTIFICIAL NEURAL NETWORKS
    VANDERHAGEN, THJJ
    [J]. NUCLEAR TECHNOLOGY, 1994, 106 (01) : 135 - 138
12345