Parallel Subtraction using LCLV and Lenslet Array in Optical Neural Networks

被引:0
|
作者
YANG Jianwen
WANG Bin
TIAN Weijian
BAO Zhengkang
LU Zukang(State Key Laboratory of Modern Optical Instrumentation
机构
关键词
liquid crystal light valve; lenslet array; parallel subtraction; neural networks;
D O I
暂无
中图分类号
TP183 [人工神经网络与计算];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Basing on the method of wavelength and beam deviation encoding for implementing a bipolar optical neural networks, the subtraction between the positive and negative stimulation of a neuron can be converted to the addition by the normal and in verse states of a liquid crystal light value (LCLV). The summation can be performed by using a lenslet to focus the two light spots which represent the two stimulations. The pre liminary experimental results demonstrate the feasibility of the presental method.
引用
收藏
页码:169 / 176
页数:8
相关论文
共 50 条
  • [1] The realization of parallel subtraction using LCLV in optical neural network
    Wang, B
    Yang, JW
    Liu, X
    Gu, PF
    Tang, JF
    Zhang, YG
    [J]. ELECTRO-OPTIC AND SECOND HARMONIC GENERATION MATERIALS, DEVICES, AND APPLICATIONS, 1996, 2897 : 89 - 94
  • [2] Architecture design of an optical neural network with lenslet array
    Gao, S
    Yang, J
    Zhang, Y
    Mu, G
    [J]. OPTIK, 1996, 101 (03): : 127 - 129
  • [3] COAXIAL ARCHITECTURE OF AN OPTICAL NEURAL-NETWORK WITH A LENSLET ARRAY
    GAO, SQ
    ZHANG, YX
    YANG, JW
    MU, GG
    [J]. OPTICS LETTERS, 1994, 19 (24) : 2155 - 2157
  • [4] DYNAMIC OPTICAL INTERCONNECTIONS USING HOLOGRAPHIC LENSLET ARRAYS FOR ADAPTIVE NEURAL NETWORKS
    JANG, JS
    SHIN, SG
    YUK, SW
    SHIN, SY
    LEE, SY
    [J]. OPTICAL ENGINEERING, 1993, 32 (01) : 80 - 87
  • [5] Implementation of a large-scale optical neural network by use of a coaxial lenslet array for interconnection
    Gao, SQ
    Yang, JW
    Feng, ZB
    Zhang, YX
    [J]. APPLIED OPTICS, 1997, 36 (20): : 4779 - 4783
  • [6] Optical phase modulation using a refractive lenslet array and microelectromechanical deformable mirror
    Cowan, WD
    Lee, MK
    Welsh, BM
    Bright, VM
    Roggemann, MC
    [J]. OPTICAL ENGINEERING, 1998, 37 (12) : 3237 - 3247
  • [7] Application of Neural Networks to Searching for Optical Transients in Astronomical Images Using the Subtraction Method
    Shekotihin, E.A.
    Pankov, N.S.
    Pozanenko, A.S.
    Belkin, S.O.
    [J]. Pattern Recognition and Image Analysis, 2024, 34 (03) : 870 - 876
  • [8] Simultaneous multispectral framing infrared camera using an embedded diffractive optical lenslet array
    Hinnrichs, Michele
    [J]. INFRARED TECHNOLOGY AND APPLICATIONS XXXVII, 2011, 8012
  • [9] Wigner function measurement using a lenslet array
    Tian, Lei
    Zhang, Zhengyun
    Petruccelli, Jonathan C.
    Barbastathis, George
    [J]. OPTICS EXPRESS, 2013, 21 (09): : 10511 - 10525
  • [10] Optical transfer function synthesis in multiple lenslet array imagers
    Glaser, I
    [J]. DESIGN AND ENGINEERING OF OPTICAL SYSTEMS, 1996, 2774 : 610 - 622