Neural Adaptive MACD is a next-generation evolution of the classic MACD, enhanced with adaptive logic, volatility awareness, and market regime intelligence. Instead of relying on fixed EMA periods, this version dynamically adjusts its calculations based on current market conditions, allowing the indicator to remain responsive during trends and stable during ranging phases.

The indicator automatically adapts using one of three methods: Volatility-based, Trend-based, or a Hybrid approach that combines both. Volatility is measured internally and normalized over a lookback period, enabling EMA periods and the signal line to contract during fast markets and expand during quiet conditions. Optional market regime detection classifies price action into strong trends, ranges, or transitional phases, while an optional momentum filter adds an extra confirmation layer.

The histogram is intelligently segmented into Strong Bullish, Bullish, Strong Bearish, and Bearish momentum. Strength is determined not only by histogram expansion, but also by detected market regime and momentum conditions. This produces clearer signals, reduces false positives, and highlights high-quality momentum bursts early.