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Convolutional Neural Network

Demo downloaded: 1

Published: 23 February 2025

Current version: 1.0

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Convolutional Neural Network

Experts
Shahryar Yeganeh Hajahmadi
Version: 1.0
Activations: 5

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

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

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

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