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CapsuleNet 的MATLAB 实现 求解mnist手写体识别

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  • 大小: 54KB
    文件类型: .zip
    金币: 2
    下载: 0 次
    发布日期: 2021-05-20
  • 语言: Matlab
  • 标签: MATLAB  Capsule  mnist  
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资源简介

Hinton的CapsuleNet的MATLAB实现，求解mnist手写数字识别 问题

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代码片段和文件信息 

clear all;
cd（‘./Capsule‘）;
disp（‘Training a non-convolutional CapsNet.‘）
Main_MNIST_MLP_Capsules（）;

disp（‘Training a non-convolutional CapsNet.‘）
Main_MNIST_MLP_DynamicRoutingCapsules（）;

disp（‘Training a convolutional CapsNet.‘）
Main_MNIST_Conv_Capsules（）;

clear all;

 属性            大小     日期    时间   名称
----------- ---------  ---------- -----  ----
     目录           0  2017-11-13 04:39  LightCapsNet-master\
     目录           0  2017-11-13 04:39  LightCapsNet-master\Capsule\
     文件         925  2017-11-13 04:39  LightCapsNet-master\Capsule\Main_MNIST_Conv_Capsules.m
     文件         925  2017-11-13 04:39  LightCapsNet-master\Capsule\Main_MNIST_MLP_Capsules.m
     文件         918  2017-11-13 04:39  LightCapsNet-master\Capsule\Main_MNIST_MLP_DynamicRoutingCapsules.m
     文件         502  2017-11-13 04:39  LightCapsNet-master\Capsule\PrepareData_MNIST_CNN.m
     文件         665  2017-11-13 04:39  LightCapsNet-master\Capsule\PrepareData_MNIST_MLP.m
     文件        1620  2017-11-13 04:39  LightCapsNet-master\Capsule\get_mnist.m
     文件         954  2017-11-13 04:39  LightCapsNet-master\Capsule\net_init_mnist_capsules.m
     文件        1355  2017-11-13 04:39  LightCapsNet-master\Capsule\net_init_mnist_conv_capsules.m
     文件        1014  2017-11-13 04:39  LightCapsNet-master\Capsule\net_init_mnist_simple_capsules.m
     目录           0  2017-11-13 04:39  LightCapsNet-master\CoreModules\
     目录           0  2017-11-13 04:39  LightCapsNet-master\CoreModules\activations\
     文件         245  2017-11-13 04:39  LightCapsNet-master\CoreModules\activations\leaky_relu.m
     文件         310  2017-11-13 04:39  LightCapsNet-master\CoreModules\activations\modu.m
     文件         143  2017-11-13 04:39  LightCapsNet-master\CoreModules\activations\relu.m
     文件         149  2017-11-13 04:39  LightCapsNet-master\CoreModules\activations\sigmoid_ln.m
     文件         928  2017-11-13 04:39  LightCapsNet-master\CoreModules\activations\squash.m
     文件         152  2017-11-13 04:39  LightCapsNet-master\CoreModules\activations\tanh_ln.m
     目录           0  2017-11-13 04:39  LightCapsNet-master\CoreModules\layers\
     文件        3375  2017-11-13 04:39  LightCapsNet-master\CoreModules\layers\bnorm.m
     文件        5449  2017-11-13 04:39  LightCapsNet-master\CoreModules\layers\conv_layer_1d.m
     文件        5367  2017-11-13 04:39  LightCapsNet-master\CoreModules\layers\conv_layer_2d.m
     文件         277  2017-11-13 04:39  LightCapsNet-master\CoreModules\layers\dropout.m
     文件        1687  2017-11-13 04:39  LightCapsNet-master\CoreModules\layers\dynamic_routing_linear_capsule.m
     文件        2436  2017-11-13 04:39  LightCapsNet-master\CoreModules\layers\linear_layer.m
     文件        2430  2017-11-13 04:39  LightCapsNet-master\CoreModules\layers\lrn.m
     文件        3523  2017-11-13 04:39  LightCapsNet-master\CoreModules\layers\maxpool.m
     文件        2969  2017-11-13 04:39  LightCapsNet-master\CoreModules\layers\maxpool_1d.m
     文件        2099  2017-11-13 04:39  LightCapsNet-master\CoreModules\layers\rmsnorm.m
     文件         254  2017-11-13 04:39  LightCapsNet-master\CoreModules\layers\softmax.m
............此处省略32个文件信息

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