This signal combines a simple neural network, specifically a single-layer perceptron, with linear regression to analyze the main market indicators and support trading decisions. The neural network processes inputs like technical indicators and other market characteristics, multiplying them by predefined weights and applying an activation function to generate buy or sell signals.
The EA integrates an economic news filter, avoiding trades during high-impact events that could cause unpredictable volatility. It also employs an intelligent grid strategy, placing orders at strategic intervals to exploit price movements in both trending and ranging markets. This combination enables the EA to adapt to different market conditions, optimizing entries and exits while effectively managing risk.