-99% MT4

Aura Neuron MT4

$999 14.00 USDT

Aura Neuron is a distinctive Expert Advisor that continues the Aura series of trading systems. By leveraging advanced Neural Networks combined with cutting-edge classical trading strategies, Aura Neuron provides an innovative approach with strong performance potential. This fully automated Expert Advisor is specifically designed to trade the XAUUSD (GOLD) currency pair. It has demonstrated consistent stability in backtests covering the period from 1999 to 2023. The system avoids high-risk money management techniques such as Martingale, Grid, or Scalping, making it suitable for operation under any broker conditions. Aura Neuron is powered by a Multilayer Perceptron (MLP) neural network, which is used to predict market trends and price movements. MLPs are a type of feedforward Artificial Neural Network (ANN), often referred to as “vanilla” neural networks — especially when composed of a single hidden layer. An MLP consists of three primary layers: Input Layer Hidden Layer Output Layer Each neuron (except input nodes) applies a nonlinear activation function. The network is trained using a supervised learning method known as backpropagation. The presence of multiple layers and nonlinear activation functions differentiates the MLP from a linear perceptron, enabling it to detect patterns that are not linearly separable. Through its sophisticated neural intelligence, Aura Neuron can: Identify hidden market patterns Adapt to evolving market conditions Respond to changes in exchange rates and trader behavior Its ability to process complex datasets allows it to generate more accurate predictions and improve trading performance over time.

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Description

Technical Specifications & Requirements

Overview Aura Neuron is designed for long-term, reliable trading performance powered by advanced neural network algorithms. Its innovative architecture avoids high-risk strategies such as martingale or grid trading, making it a safer solution for fully automated trading. Trading Information Working Trading Pairs: XAUUSD (GOLD) Timeframe: H1 Minimum Deposit: $100 Minimum Leverage: 1:20 Broker Compatibility: Works with any broker (ECN broker recommended) Core Features No Martingale No Grid Trading No Averaging No Dangerous Money Management Techniques Hard Stop Loss & Take Profit for every trade Stable results since 1999 with 99.9% quality quotes Not sensitive to broker conditions Easy to install and use FTMO & Prop Firm ready FIFO Rules compliant (Hedging must be disabled in EA settings) Anti-Overoptimization Measures To ensure realistic and robust performance, the following safeguards were implemented: Walk-Forward Optimization Historical data is divided into segments — optimized on one portion and validated on the next — reducing overfitting risk. Robustness Checks Parameter variations and random noise testing ensure consistency across multiple market scenarios. Minimum Profit Factor & Performance Metrics Thresholds are set for key metrics to prevent selection of overly optimized settings. Parameter Stability Optimized parameters are tested for stability across varying market conditions. Data-Snooping Bias Control Randomized testing periods and multiple datasets prevent cherry-picking favorable results. Cross-Market Testing The strategy is validated on multiple instruments to confirm robustness beyond a single market. Optimization Cycle Limits The number of optimization runs is restricted to reduce excessive curve fitting. Random Noise Injection Noise is added to historical price data during optimization to avoid memorization of specific movements. Dynamic Data Handling Hard-coded historical values are avoided — dynamic variables ensure adaptability in live trading. Genetic Algorithm Optimization Genetic algorithms prioritize the most promising parameter sets without brute-force testing every combination, minimizing overoptimization risk.