最佳神经网络优化算法 [英] best neural network optimization algorithms

问题描述

我正在寻找神经网络优化中的4种最佳算法.我需要名称和任何描述，学习方法和拓扑结构对我很有帮助. 我认为多层感知器(MLP)是其中之一，但我不确定.

谢谢大家.

解决方案

您的问题确实很广泛.很难回答，因为不同的优化器各有优缺点.我想说，在当今最好的优化器中，您会发现具有Nestov动力的ADAM，RMSPROP，ADAGRAD和SGD.您可以在此处中了解这些方法. >

i'm looking for 4 best algorithms in neural network optimization. i need the names and any description ,learning method and topology is very helping me. i think multilayer perceptron (MLP) is one of them but i'm not sure.

thank you all.

解决方案

Your question is really wide. It's hard to answer because different optimizers have their pros and drawbacks. I would say that among the best today's optimizers you will find ADAM, RMSPROP, ADAGRAD and SGD with Nestov momentum. You can read about these methods (as well as others) here.

这篇关于最佳神经网络优化算法的文章就介绍到这了，希望我们推荐的答案对大家有所帮助，也希望大家多多支持IT屋！