文件名称:
虹膜算法包 经过测试好用，没有错误(matlab)
开发工具:
文件大小: 347kb
下载次数: 0
上传时间: 2008-09-29
详细说明： * PCA * Mixtures of probabilistic PCA * Gaussian mixture model with EM training algorithm * Linear and logistic regression with IRLS training algorithm * Multi-layer perceptron with linear, logistic and softmax outputs and appropriate error functions * Radial basis function (RBF) networks with both Gaussian and non-local basis functions * Optimisers, including quasi-Newton methods, conjugate gradients and scaled conjugate gradients * Multi-layer perceptron with Gaussian mixture outputs (mixture density networks) * Gaussian prior distributions over parameters for the MLP, RBF and GLM including multiple hyper-parameters * Laplace approximation framework for Bayesian inference (evidence procedure) * Automatic Relevance Determination for input selection * Markov chain Monte-Carlo including simple Metropolis and hybrid Monte-Carlo * K-nearest neighbour classifier * K-means clustering * Generative Topographic Map * Neuroscale topographic projection * Gaussian Processes * Hinton diagrams for network weights * Self-organising map ...展开收缩
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