我如何了解更多有关使用多层感知器解决现实生活中的问题的信息? [英] How can I learn more about solving real life problems using multilayer perceptron?

问题描述

我正在学习多层感知器，并希望解决Matlab中的一些实际问题.也许像医学诊断或语音识别之类的东西...但是我不确定从哪里开始.我该如何解决?

I'm learning about multilayer perceptrons, and looking to tackle some real-world problems in Matlab. Perhaps something like medical diagnosis, or speech recognition... But I'm not really sure where to start here. How should I tackle this?

推荐答案

当涉及多层感知器时，Geoff Hinton就是其中的一员.他在2006年发表的《科学》杂志上使用了一种特殊的MLP类，称为自动编码器"，在数字识别，面部识别和文档分类(所有这些方法在现实世界中都有成功)方面取得了成功: 使用神经网络降低数据的维数

Geoff Hinton is the man when it comes to multilayer perceptrons. His Science paper from 2006 used a special class of MLP called an "autoencoder" that was successful in digit recognition, facial recognition, and document classification (all of which have real world applications): Reducing the Dimensionality of Data with Neural Networks

幸运的是，他们还出版了《 Matlab代码.

Fortunately, they also published the Matlab code.

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