BTC FRACTAL ANN S-R LEVELS (Fixed ANN MACD)

The BTC FRACTAL ANN S-R LEVELS (Fixed ANN MACD) indicator provides dynamic support and resistance levels by combining fractal geometry with an Artificial Neural Network (ANN) processing model. It aims to identify significant price pivots and provide structural levels for Bitcoin analysis based on deep learning inputs and momentum.

Usage

The script displays horizontal support and resistance lines based on identified fractals. These levels are filtered by an internal ANN MACD calculation to ensure that only fractals appearing during specific momentum conditions are plotted.

• Resistance Levels: Green horizontal lines represent resistance zones derived from peak fractals.
• Support Levels: Red horizontal lines represent support zones derived from valley fractals.
• Bar Coloring: Users can enable a bar-coloring feature that highlights the chart based on whether the internal ANN MACD momentum is positive or negative.

This tool is designed specifically for Bitcoin and works best when used to identify price targets, stop-loss placements, or areas of potential trend reversal.

Details

The indicator utilizes an Artificial Neural Network (ANN) that processes six different inputs:

1. Volume change (tangent difference).
2. Lower Bollinger Band change.
3. Basis line (SMA) change.
4. Upper Bollinger Band change.
5. RSI change.
6. MACD Histogram change.

These inputs are processed through an input layer, a hidden layer with 8 neurons using the Hyperbolic Tangent (Tanh) activation function, and an output layer. The output is then used to generate a modified MACD signal. Fractals are only considered valid support or resistance levels if they meet specific price action criteria (pivots) while simultaneously aligning with the ANN-filtered histogram values.

Settings

• Barcolor I / 0?: Toggles the bar coloring feature ON or OFF.
• RSI Length: Determines the period used for the internal Relative Strength Index calculation within the ANN inputs.
• MACD Fast Length: The short-term EMA period for the internal MACD calculation.
• MACD Slow Length: The long-term EMA period for the internal MACD calculation.
• MACD Signal Length: The smoothing period for the MACD signal line.

FAQ

How do I interpret the fractal levels? The levels remain on the chart until a new fractal is formed. A price break above a green line may indicate bullish strength, while a break below a red line may indicate bearish pressure.

What is the "ANN" component doing? The ANN acts as a sophisticated filter. It analyzes multiple technical indicators simultaneously to determine the underlying "state" of the market, ensuring that only fractals occurring under specific momentum profiles are displayed.

How can I access this tool? You can get access on the LuxAlgo Library for charting platforms like TradingView, MetaTrader (MT4/MT5), and NinjaTrader for free.