NeuroPrice Navigator MT5

Brief Description

NeuroPrice Navigator 2.0 is a fully automated trading advisor for MetaTrader 5 that uses a hybrid TCNN‑LSTM neural network with a Feature Attention mechanism to predict price direction. The advisor self‑trains on historical data, adapts to changing market conditions, and includes a built‑in multi‑level risk management system.

How It Works

The advisor is built on a proprietary neural network model combining three components:

Temporal Convolutional Networks (TCNN) analyze a sequence of 32 previous bars, extracting local patterns and impulsive market movements. Two convolutional layers (24 and 12 filters) recognize short‑ and medium‑term price structures.

Feature Attention Mechanism evaluates the importance of each feature at each moment, automatically focusing on the most significant signals and ignoring market noise.

Long Short‑Term Memory (LSTM) processes the temporal sequence after the convolutional layers and attention mechanism, capturing long‑term dependencies and market context. A recurrent layer of 12 LSTM blocks considers history when forming the forecast.

The model outputs the probability of price growth P(up) in the range 0 to 1. Based on this value, a trading signal is generated:

• P(up) ≥ 0.65 — strong BUY signal

• P(up) ≤ 0.35 — strong SELL signal

• 0.35 < P(up) < 0.65 — uncertainty zone, no trade is opened

The advisor retrains every 48 bars on a rolling history window (300 bars by default), using Backpropagation Through Time with adaptive learning rate and L2 regularization. Training includes cross‑validation with chronological fold splitting, preventing overfitting and ensuring robustness to market changes.

Advantages

• Self‑learning and adaptability — no manual optimization for a specific currency pair is required; the advisor trains directly on the chart where it is installed and rebuilds model weights when the market regime changes.

• Hybrid architecture — convolutional layers, attention mechanism, and LSTM capture short‑term impulses, medium‑term trends, and long‑term context simultaneously.

• Multi‑level deposit protection — adaptive lot calculation from free margin, drawdown protection, limit on simultaneous positions, spread control, and volatility filter.

• Flexible position management — real and virtual SL/TP, trailing stop with activation and step settings, and dynamic order distance based on ATR.

• Information panel — displays current signal, model confidence, account status, drawdown, and training progress, plus manual BUY / SELL / CLOSE buttons.

• State preservation — model parameters, optimizer state, and feature cache are saved to a single file, so training continues after terminal restart.

Input Parameters

Main Settings

Risk Management

Execution & Broker

Real SL / TP

Virtual SL / TP

Trailing Stop

Order Distance

TCNN‑LSTM Model

Feature Attention

Indicators

Volatility Filter

Usage Recommendations

The advisor is designed for currency pairs with moderate volatility (e.g., EURUSD, GBPUSD, USDJPY). Before running on a live account, test it in the MetaTrader 5 Strategy Tester with a fixed initial deposit (e.g., $10,000) and 1:100 leverage. Default parameters are optimized for the M15 timeframe and can be used without additional configuration.