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CNN Class, ver 0.72.
Change log:
Ver 0.72:
Sample GUI added, demonstrating use of convolutional network for handwriten digits recognition.
Training runs 20 faster.
Ver 0.71:
Bug fix: training was stoped after 1 epoch.
Ver 0.70:
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CNN - Convolutional neural network cla-CNN - Convolutional neural network class
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This project provides matlab class for implementation of convolutional neural networks. This networks was developed by Yann LeCun and have sucessfully used in many practical applications, such as handwritten digits recognition, face detection, robot
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matlab code for CNN - Convolutional neural network cla-matlab code for CNN - Convolutional neural network class
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针对各种机器学习,深度学习领域的一个matlab工具包-A machine learning library focused on deep learning.Following algorithms and models are provided along with some static utility classes:
- Naive Bayes, Linear Regression, Logistic Regression, Softmax Regression, Linear S
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DeepLearnToolbox_CNN_lzbV2.0
深度学习,卷积神经网络,Matlab工具箱
参考文献:
[1] Notes on Convolutional Neural Networks. Jake Bouvrie. 2006
[2] Gradient-Based Learning Applied to Document Recognition. Yann LeCun. 1998
[3] https://github.com/rasmusberg
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CNN - 主程序
参考文献:
[1] Notes on Convolutional Neural Networks. Jake Bouvrie. 2006
[2] Gradient-Based Learning Applied to Document Recognition. Yann LeCun. 1998
[3] https://github.com/rasmusbergpalm/DeepLearnToolbox
作者:陆振波
电子
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[原创]混沌分析,聚类分析,支持向量机,群体智能优化,深度学习(卷积神经网络)Matlab工具箱全开源版本下载
作者: 陆振波
毕业院校:海军工程大学,船舶与海洋工程(水声工程),博士
精通方向:信号处理,图像处理,人工智能,模式识别,支持向量机,深度学习,机器学习,机器视觉,群体智能,非线性与混沌,Matlab与VC++混编,大数据
擅长技能:团队激励,战略规划,企业文化,组织架构,C,C++,Matlab,OpenCV,并行计算,图像处理,智能视觉,卷积神经网络,人脸检测,行
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CNN - Convolutional neural network class This project provides matlab class for implementation of convolutional neural networks.
Deep Neural Network It provides deep learning tools of deep belief networks (DBNs).
myCNN is a Matlab implementation
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matlab codes of a convolutional neural network
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利用大量图像数据对卷积神经网络算法进行训练,通过卷积、池化、下采样以及全连接层训练后的卷积神经网络在图像识别精度越来越高。(By using a large number of image data to train the convolutional neural network algorithm, the accuracy of the image recognition is higher and higher by convolution, pooling, down sampling
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matlab实现卷积神经网络的程序,通俗易懂。(Matlab realize convolutional neural network program, easy to understand.)
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CNN (Convolutional neural network class) program.
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卷积神经网络在matlab中的应用,可自行修改学习率和循环次数(Convolutional Neural Network in Matlab)
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基于MATLAB实现的卷积神经网络例子,包括详细的解释。(An example of convolution neural network based on MATLAB)
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用卷积神经网络(CNN)进行人脸识别,matlab编程,可用。(Convolutional neural network (CNN) is used for face recognition, and MATLAB programming is available.)
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卷积神经网络代码,用MATLAB语言编写,可在maltab平台中运行。(Convolutional neural network code, written in MATLAB language, can run in maltab platform.)
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