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Content: Expert: Aura Neuron MT4.ex4 v1.42 (Unlocked-Unlimited), UserGuide.
Aura Neuron Expert Advisor
Aura Neuron is a unique addition to the Aura series, combining advanced Neural Networks with proven classic trading strategies to deliver a fully automated trading solution. Powered by a sophisticated multilayer perceptron (MLP) neural network, Aura Neuron excels at identifying complex market patterns and adapting dynamically to evolving conditions.
Key Features:
Trading Pairs: EURUSD, XAUUSD (Gold)
Timeframe: H1
Minimum Deposit: $100
Minimum Leverage: 1:20
Compatible with any broker; ECN brokers recommended
Designed for long-term stability with backtesting from 1999 to 2023 using 99.9% quality data
No risky money management techniques:
No martingale
No grid trading
No averaging
Hard Stop Loss and Take Profit on every trade
Complies with FIFO rules (hedging can be disabled in settings)
FTMO and Prop Firm ready
Not sensitive to broker conditions
Easy installation and user-friendly operation
Neural Network Technology:
Aura Neuron’s core uses a multilayer perceptron (MLP), a feedforward artificial neural network comprising input, hidden, and output layers with nonlinear activation functions. This architecture allows the EA to detect non-linear, complex price patterns that traditional linear models miss. Trained via backpropagation, the neural network continuously adapts to changes in exchange rates and market behaviors, enhancing prediction accuracy and performance over time.
Over-Optimization Avoidance:
Aura Neuron incorporates rigorous methods to prevent overfitting and ensure robustness, including:
Walk-Forward Optimization: segmenting data for sequential optimization and testing
Robustness Checks: parameter variation and noise introduction for stability
Minimum Performance Thresholds: profit factor and key metrics monitored
Parameter Stability Testing: ensuring consistent performance across market regimes
Data-Snooping Bias Control: randomized test periods and multiple datasets
Cross-Market Validation: tested on various instruments for broad applicability
Limited Optimization Cycles: avoids excessive curve fitting
Genetic Algorithm Optimization: efficient parameter selection reducing exhaustive testing
Dynamic Data Usage: avoiding static hard-coded data to maintain real-time flexibility
Aura Neuron offers a safe, reliable, and intelligent automated trading experience that leverages the power of AI without exposing traders to common risky practices. Perfect for traders seeking a modern, adaptive EA with proven long-term results.
