Mql5市场EA：The Net Brain eurusd MT4

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The Net Brain eurusd MT4 300 USD 众筹期间参与21人 每人100元   后来需要者150元
https://www.mql5.com/zh/market/product/28354


建议使用平台IC ECN 或EX 没有注册的可以注册一下：
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http://bbs.2ha.cn/thread-10-1-1.html EX还可申请美分盘 想申请美分盘的可以注册一下

mql5市场EA共买众筹QQ群:23711152 群主QQ：7073679

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什么是神经网络

人工神经网络(Ann)是一种信息处理范式，它受到了诸如大脑、过程信息等生物神经系统的启发。该范式的关键要素是信息处理系统的新结构。它由大量高度互联的处理元件(神经元)组成，共同工作以解决具体问题。像人一样，像人一样学习。通过学习过程，ANN被配置为特定的应用程序，例如模式识别或数据分类。生物系统中的学习包括调整神经元之间的突触连接。ANS也是如此。

你为什么用神经网络来交易？

神经网络具有从复杂或不精确的数据中提取意义的显著能力，可用于提取模式和检测复杂的趋势，无论是人类还是其他计算机技术都无法注意到这些趋势。经过训练的神经网络可以被看作是一个专家在信息范畴中所作的分析。然后，这个专家可以用来提供预测，给出新的兴趣状况，并回答“如果”问题。

其他优势包括：

• 适应性学习：根据培训或初步经验所提供的数据学习如何完成任务的能力。
• 自我组织：一个人工神经网络可以创建它自己的组织或表示它在学习期间收到的信息。
• 实时操作：ANN计算可以并行进行。
  

网络大脑专家顾问的工作方式

定量和定性的预测方法帮助经理制定业务目标。业务预测可以基于用于预测未来市场行为的历史数据模式。时间序列预测方法是一种数据分析工具，它测量历史数据点--例如，使用线图--来预测未来的情况和事件。时间序列方法的目标是在数据中找出有意义的特征，这些特征可用于陈述未来的结果。

为了产生一步领先的外汇价格预测的深度和不变特征，Net Brain MT4提出了一个金融时间序列的深度学习框架，该框架使用了一种基于深度学习的预测方案，该方案集成了堆叠式自动编码器和长期短期内存的体系结构。该框架包括三个阶段：

• 数据预处理采用小波变换，用于对外汇价格时间序列进行分解，消除噪声；
• 堆叠式自动编码器的应用，其深层架构是以无监督方式训练的；及
• 使用具有延迟的长期短期内存来产生一步一步的输出.
  

预测方法

特别是，这一程序由三个部分组成。第一部分是训练部分，用于模型的训练和模型参数的更新。第二部分是验证部分。利用它对超参数进行优化，得到最优的模型设置。最后是试验部分，利用最优模型对数据进行预测。在训练部分，我们利用过去十年的数据来训练模型。

专家顾问推荐配置

网络大脑的EA是非常容易使用。它是一个EA类型拖放，不需要更多的配置，然后调整批量大小到所需的值。以下是使用EA的时间框架和对：

• 建议的外汇对：欧元、英镑、澳元、美元、日元、美元
• 时间框架：H1图
• 最低存款：每双100美元(如果你用6双，至少要存600美元)
• 建议的蔓延但不限于：1点
  

输入描述

• 魔法师
• 批-合约大小
• 专家评论--在这里，您可以发表评论，以确定EA所做的交易。
• 在点子上获利---默认情况下保持此值，并允许EA自行管理。
• 在点子上停止损失-在点子上停止损失(隐身或隐藏的停止损失)。默认情况下保持此值，并允许EA自行管理。
  

这就是你需要开始使用你的EA，网络大脑MT4！

注：此专家顾问可用于MT4和MT5平台。

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What is a Neural Network
An Artificial Neural Network (ANN) is an information processing paradigm that is inspired by the way biological nervous systems, such as the brain, process information. The key element of this paradigm is the novel structure of the information processing system. It is composed of a large number of highly interconnected processing elements (neurons) working in unison to solve specific problems. ANNs, like people, learn by example. An ANN is configured for a specific application, such as pattern recognition or data classification, through a learning process. Learning in biological systems involves adjustments to the synaptic connections that exist between the neurons. This is true of ANNs as well.

Why do you use neural networks for trading
Neural networks, with their remarkable ability to derive meaning from complicated or imprecise data, can be used to extract patterns and detect trends that are too complex to be noticed by either humans or other computer techniques. A trained neural network can be thought of as an "expert" in the category of information it has been given to analyze. This expert can then be used to provide projections given new situations of interest and answer "what if" questions.

Other advantages include:

Adaptive learning: An ability to learn how to do tasks based on the data given for training or initial experience.
Self-Organization: An ANN can create its own organization or representation of the information it receives during learning time.
Real-Time Operation: ANN computations may be carried out in parallel.
How Net Brain Expert Advisor works
Quantitative and qualitative methodologies for forecasting help managers to develop business goals and objectives. Business forecasts can be based on historical data patterns that are used to predict future market behavior. The time series method of forecasting is one data analysis tool that measures historical data points -- for instance, using line charts -- to forecast future conditions and events. The goal of the time series method is to identify meaningful characteristics in the data that can be used in making statements about future outcomes.

To generate the deep and invariant features for one-step-ahead forex price prediction, The Net Brain MT4 presents a deep learning framework for financial time series using a deep learning-based forecasting scheme that integrates the architecture of stacked autoencoders and long-short-term memory. The framework involves three stages:

data preprocessing using the wavelet transform, which is applied to decompose the forex price time series to eliminate noise;
application of the stacked autoencoders, which has a deep architecture trained in an unsupervised manner; and
the use of long-short-term memory with delays to generate the one-step-ahead output.
Prediction approach

In particular, this procedure consists of three parts. The first part is the training part, which is used to train the model and update model parameters. The second part is the validating part. It uses it to tune hyper-parameters and get an optimal model setting. The last one is the test part, where we use the optimal model to predict data. In the training part, we use the past ten years’ worth of data to train the models.

Expert Advisor recommended configuration
The Net Brain EA is very easy to use. It’s is an EA type drag and drop and does not need more configuration then to adjust the lot size to the desired value. Below the time-frame and pairs to use the EA:

Recommended forex Pairs: EURUSD, GBPUSD, AUDUSD, USDCAD, USDJPY, USDCHF
Time-frame: H1 Chart
Minimum deposit: $100 per pair (if you use it on 6 pairs, deposit at least $600)
Recommended spread but not limited: 1 pip
Inputs Description
MagicNumber
Lot - Contract size
Expert Comment - Here you put a comment to identify the trades made by the EA
Profit in pips - Take profit in Pips (Stealth or hidden take profit). Keep this value by default and allow the EA to manage itself.
Stop loss in pips - Stop loss in pips (Stealth or hidden stop loss). Keep this value by default and allow the EA to manage itself.
That’s all you need to start using your EA The Net Brain MT4!

Note: This Expert Advisor is available for both MT4 and MT5 platforms.

成长之路

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The Net Brain eurusd

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llyyj 发表于 2018-5-1 11:41
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