资源列表
LIDCtoolbox_v1.3
- LIDC 2图像工具箱(Matlab)——从XML文件中提取单个注释,并将之转换为和DICOM图像,在Matlab TIF格式更容易处理(LIDC-IDRI数据集)。-LIDC 2 Image Toolbox (Matlab)- for extracting individual annotations the XML files and converting them, and the DICOM images, into TIF format for easier processing i
SSELM-and-USELM
- 半监督核无监督极限学习机，用于半监督核无监督学习，比传统方法速度略快，且可以直接应用多分类问题-A semi-supervised nuclear unsupervised extreme learning machine, used for a semi-supervised kernel unsupervised learning, slightly faster than the traditional methods, and can direct application classif
CHENGXU
- 多个移动机器人编队控制，一字型，菱形，有时延，无时延-multiple mobile robots formation control
matlab_efwa
- 增强型烟花算法matlab源代码！文章最初由杜振鑫发表，后来北大博士重新修改后发表，这是源代码-the cod of enhanced fireworks algorithm
GA_CVRP
- 用遗传算法和模拟退火实现的限重的VRP(CVRP),250个customer，一个仓库，数据文件在里面，导入eclipse就可以运行。-this is a hybrid algorithm of GA and SA to solve CVRP problem, which is devopled on eclise with java.it contains a input dataset involved with 249 customers and one single depot.
text
- 采用相似日和BP神经网络算法，对光伏处理进行预测-A similar date and BP neural network algorithm, to predict the photovoltaic process
GA-PSO
- 遗传算法和粒子群算法以及网格搜索法优化神经网络SVM的高斯核参数和惩罚参数-Optimization of Genetic Algorithm Neural Network SVM Gaussian kernel parameters and penalty parameter
PSO-BP
- 神将网络PSO-BP,用于计算，预测，仿真，基于遗传算法的程序。-NEURAL NET forcasting with artificial neural networks:the state of the art
K-fold-crossvalidate
- 神经网络的K折交叉验证用于模型选择和测试数据验证-crossvalidate of ANN
CNN
- 深度学习的卷积神经网络的MATLAB代码实现，数据为MNIST标准库。-it s a code in CNN with matlab.the is the MNIST.
AutoEncoder
- 最先提出深度学习算法hinton的自动编码器matlab代码，内容是：利用多层rbm进行自动编码的多层特征训练，然后使用梯度算法进行fine turn。可以进行特征提取，也可以进行分类。压缩包里已带有训练用签字图片数据。相应算法说明可以查看hinton于2006年发表在 science的文章-First proposed deep learning algorithm hinton automatic encoder matlab code that reads: multilayer r
BP_GPU
- 神经网络BP算法GPU实现，深度学习、模式识别与机器学习领域-BP neural network algorithm GPU implementation, the depth of learning, pattern recognition and machine learning.