Neural Network Buy and Sell Signals

2 Ogo

Trend Architect Suite Lite - Neural Network Buy and Sell Signals

Advanced AI-Powered Signal Scoring
This indicator provides neural network market analysis on buy and sell signals designed for scalpers and day traders who use 30s to 5m charts. Signals are generated based on an ATR system and then filtered and scored using an advanced AI-driven system.

Features

Neural Network Signal Engine

• 5-Layer Deep Learning analysis combining market structure, momentum, and market state detection
  
• AI-based Letter Grade Scoring (A+ through F) for instant signal quality assessment
  
• Normalized Input Processing with Z-score standardization and outlier clipping
  
• Real-time Signal Evaluation using 5 market dimensions
  

Advanced Candle Types

• Standard Candlesticks - Raw price action
  
• Heikin Ashi - Trend smoothing and noise reduction
  
• Linear Regression - Mathematical trend visualization
  
• Independent Signal vs Display - Calculate signals on one type, display another
  

Key Settings

Signal Configuration
- Signal Trigger Sensitivity (Default: 1.7) - Controls signal frequency vs quality
- Stop Loss ATR Multiplier (Default: 1.5) - Risk management sizing
- Signal Candle Type (Default: Candlesticks) - Data source for signal calculations
- Display Candle Type (Default: Linear Regression) - Visual candle display

Display Options
- Signal Distance (Default: 1.35 ATR) - Label positioning from price
- Label Size (Default: Medium) - Optimal readability

Trading Applications

Scalping
- Fast pace signal detection with quality filtering
- ATR-based stop management prevents signal overlap
- Neural network attempts to reduces false signals in choppy markets

Day Trading
- Multi-timeframe compatible with adaptation settings
- Clear trend visualization with Linear Regression candles
- Support/resistance integration for better entries/exits

Signal Filtering
- Use A+/A grades for highest probability setups
- B grades for confirmation in trending markets
- C-F grades help identify market uncertainty


Why Choose Trend Architect Lite?

1. No Lag - Real-time neural network processing
   
2. No Repainting - Signals appear and stay fixed
   
3. Clean Charts - Focus on price action, not indicators
   
4. Smart Filtering - AI reduces noise and false signals
   
5. Flexible and customizable - Works across all timeframes and instruments
   

Compatibility

- All Timeframes - 1m to Monthly charts
- All Instruments - Forex, Crypto, Stocks, Futures, Indices

Risk Disclaimer

This indicator is a tool for technical analysis and should not be used as the sole basis for trading decisions. Past performance does not guarantee future results. Always use proper risk management and never risk more than you can afford to lose.

2 Ogo

Nota Keluaran

Minor edit

8 Ogo

Nota Keluaran

• Users can now filter for certain signal types
  
• Additional minor updates
  

16 Ogo

Nota Keluaran

Signal alerts added

17 Ogo

Nota Keluaran

• Slightly increased the distribution of scores (now A+ happens!)
  
• Slightly adjusted score grade levels
  
• Added label color customization
  
• Added font color customization
  
• Various other tweaks