Convolutional Neural Network

🧠 Deep Learning Forex EA - Convolutional Neural Network Trading System

✧ CNN Architecture Optimized for Ultra Short-Term Trading
✧ EURUSD M1 Timeframe Exclusive
✧ Version: 1.00
✧ Account Requirements: $45,000 Minimum Balance

Overview
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Advanced automated trading system utilizing Convolutional Neural Networks (CNN) specifically designed for EURUSD M1 timeframe trading. The EA processes high-frequency price data through its neural network while incorporating Ichimoku signals for precise one-minute entries and exits.

Neural Network Specification
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- High-Frequency Design:
  - M1 price action patterns
  - Millisecond processing
  - Real-time signal generation
  - Ultra-fast pattern recognition
- Minute-Based Analysis:
  - 1-minute trend detection
  - Short-term volatility analysis
  - Rapid market regime classification
  - Quick pattern adaptation

Core Features
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- M1 Optimized CNN:
  - High-speed data processing
  - Short-term pattern recognition
  - Quick market adaptation
  - Rapid signal execution
- Risk Controls:
  - Per-minute volatility checks
  - Dynamic position sizing
  - Ultra-tight stop management
  - Quick drawdown protection

Trading Parameters
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- Timeframe: M1 ONLY
- Symbol: EURUSD ONLY
- Minimum Balance: $45,000
- Maximum Lot Size: 0.05
- Real-time Spread Monitoring
- Volatility-based Entry/Exit

Technical Specifications
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- ZigZag Pattern Analysis
- 1-Minute Ichimoku Integration
- ATR-based Volatility Filter
- Neural Signal Confirmation
- High-frequency Trade Management
- Rapid Position Adjustment

Requirements
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- MetaTrader 4
- Stable Internet Connection
- Low-latency Broker
- EURUSD with competitive spreads
- Minimum $45,000 Account
- Low Commission Structure

Important Notes
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- Exclusively for EURUSD M1
- Requires $45,000 minimum balance
- Performs best with low spreads
- Designed for ultra short-term trading

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