Convolutional Neural Networks with Multiple Layers per Span for Nonlinearity Mitigation in Long-Haul WDM Transmission Systems

Keyphrases

• Hauling 100%
• Transmission System 100%
• WDM Transmission 100%
• Nonlinearity Mitigation 100%
• Multiple Layers 100%
• Digital Backward Propagation 100%
• Convolutional Neural Network 100%
• Challenging Tasks 50%
• Neural Network 50%
• Nonlinear Transmission 50%
• Fiber Nonlinearity 50%
• Low Computational Complexity 50%
• Transmission Impairments 50%
• Deep Neural Network 50%
• Network Layer 50%
• Propagation Method 50%
• Optical Fiber Link 50%
• Nonlinear Distortion Compensation 50%
• Deep Convolutional Neural Network (deep CNN) 50%

Computer Science

• Transmission System 100%
• Convolutional Neural Network 100%
• Computational Cost 50%
• Good Approximation 50%
• Limiting Factor 50%
• Layer Neural Network 50%
• Fiber Nonlinearity 50%
• Deep Convolutional Neural Networks 50%
• Deep Neural Network 50%