Neurone

Neurone is a trend strategy based on neural network analysis.


Strategy Description

The strategy is based on the algorithm of a self-learning neural network. The idea of the algorithm was taken from a famous demonstration of artificial intelligence training in the game with 11 matches.

The trading day is divided into 6 trading intervals, which are associated with the H4 candles. Each candle withing a day is a neuron. The history data associated with the neuron are passed as input for the neurons. The algorithm is trained on history data. The training period is defined by the AnalysisDay variable and is specified in days. The training takes place once per day and at the first start of the EA. All neurons will have certain weights after the training. The EA opens a buy/sell order or avoids trading according to the neuron weight. Deals are opened and closed at the opening of an H4 candle.

The EA DOES NOT use martingale, averaging, grids and other strategies that increase the risk.

The EA uses Stop loss and Take profit. No more than one order open at a time.

Recommended pairs: AUDNZD, EURCAD, CADCHF, NZDCHF, Gold.

It is possible to use a small leverage. Starting from 1:10.

Recommended balance starts from $1000 for a dollar account and $10 for a cent account.

It is highly recommended to use instruments with low spread for this strategy. If your trading results differ from the tester results, then you should change your broker or account type to decrease the spread.


Description

  • Lot - fixed lot;
  • Risk - dynamic lot, expressed in the form of margin percentage of balance. If set to 0, fixed lot is used;
  • SL - stop loss as a percentage of the price. If set to 0, stop loss is not used;
  • TP - take profit as a percentage of the price. If set to 0, take profit is not used;
  • SignalBuy - the minimum value of the neuron weight for buy orders;
  • SignalSell - the maximum value of the neuron weight for buy orders;
  • AnalysisDay - the number of days for training the neural network;
  • MaxSpread - maximum spread for opening orders;
  • Magic - identification number of the EA;
  • ShowInfo - display information on the chart.
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Você já se perguntou por que a maioria dos consultores especializados não é eficaz nas negociações ao vivo, apesar de seu desempenho perfeito nos testes retrospectivos? A resposta mais provável é over-fitting. Muitos EAs são criados para 'aprender' e se adaptar perfeitamente aos dados históricos disponíveis, mas falham em prever o futuro devido à falta de generalização no modelo construído. Alguns desenvolvedores simplesmente não sabem da existência do over-fitting, ou sabem, mas não têm uma ma
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MQL TOOLS SL
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AI Prop Firms - Intelligent Automation Built for   Prop Trading Firms . AI Prop Firms is an advanced fully automated Forex trading system powered by   Artificial Intelligence , developed specifically to operate within the strict rules and evaluation models of prop trading firms. The system is designed to trade under controlled risk conditions while   maintaining consistency , stability, and compliance with prop firm requirements. AI Prop Firms uses intelligent market analysis logic that continu
Gyroscopes
Nadiya Mirosh
Gyroscope        professional forex expert   (for EURUSD, GBPUSD, USDJPY, AUDUSD, USDCHF, EURGBP, EURJPY, NZDUSD, USDCAD, EURCHF, AUDJPY, CADJPY pairs)   alyzing the market using the Elliot Wave Index. Elliott wave theory is the interpretation of processes in financial markets through a system of visual models (waves) on price charts. The author of the theory, Ralph Elliott, identified eight variants of alternating waves (of which five are in the trend and three are against the trend). The mov
Aussie Loonie EA MT4
MQL TOOLS SL
5 (2)
Aussie Loonie EA is a professional trading system developed exclusively for the   AUDCAD   currency pair. This cross pair is widely recognized for its stable and technical behavior, which makes it particularly attractive for traders who prefer structured and predictable market conditions rather than extreme volatility and sudden price spikes. By focusing solely on AUDCAD, the system is able to   adapt precisely   to the specific characteristics, rhythm and movement patterns of this pair. The EA
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The Trend Line Index is a multi-currency indicator that shows the strength of a currency at the moment or for any period of history data. Description of strategy and operation principle The indicator constantly analyzes 8 currencies or the ones that make up the 28 currency pairs . In the settings you can choose the period to analyze the movement you are interested in. To do this, select the timeframe, the number of the analyzed bars in the settings, as well as the number of the bar to start the
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