CNN - Convolutional neural network class

This project provides matlab class for implementation of convolutional neural networks.

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引用格式

Mihail Sirotenko (2026). CNN - Convolutional neural network class (https://ww2.mathworks.cn/matlabcentral/fileexchange/24291-cnn-convolutional-neural-network-class), MATLAB Central File Exchange. 检索时间: .

致谢

启发作品: Raman Finder, myCNN

一般信息

MATLAB 版本兼容性

  • 兼容任何版本

平台兼容性

  • Windows
  • macOS
  • Linux
版本 已发布 发行说明 Action
1.29.0

readMNIST.m script improved to explicitly check if MNIST library is exist and located in MNIST folder.

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1.26.0

Description changed: added the notice about future versions of library.

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1.25.0

Matlab 2012a compatibility issues resolved. Dependency from NN toolbox removed.

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1.8.0

Compatibility with Matlab 2010 issue fixed (Thanks to Silvio Filipe)

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1.6.0

Fixed bug with extra output error in non-cuda training example

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1.5.0

1. Support of CUDA-accelerated simulation and training of convolutional neural networks;
2. GUI added, providing RMSE, MCR plots;
3. Ability to choose from 3 training modes added.
See changelog.txt for more.

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