Convolutional Neural Network MT5

The CNN EA v1.4 implements a sophisticated neural network architecture that processes market data through multiple specialized layers to identify trading opportunities:

1. Market Data Acquisition: The system continuously collects and normalizes real-time price action, indicator readings, and market state data from the EURUSD M1 timeframe.
2. Convolutional Processing: The proprietary convolutional layer applies specialized filters to identify significant market patterns while eliminating market noise - a technique borrowed from advanced image recognition algorithms.
3. Multi-layer Analysis: Data flows through a 6-neuron input layer, two hidden processing layers (10 and 8 neurons), and a 2-neuron output layer, creating a sophisticated pattern recognition network that continuously learns from market conditions.
4. Dynamic Weighting System: Rather than using fixed indicator thresholds, the neural network dynamically adjusts the importance of different market signals based on current volatility, trend strength, and recent pattern effectiveness.
5. Risk-Calibrated Execution: Trade signals are filtered through the risk management module which determines optimal position sizing, stop-loss placement, and tp based on account equity, volatility measurements, and signal confidence.
6. Continuous Adaptation: The system implements a form of reinforcement learning that allows it to adapt to changing market conditions without requiring manual intervention or parameter adjustments.

1. Purchase through MQL5 Market
2. EA installs automatically to MT5
3. Restart MetaTrader 5 terminal
4. Enable AutoTrading functionality
5. Open EURUSD M1 chart only
6. Drag EA onto chart from Navigator
7. Configure recommended settings
8. Neural system activates immediately