Complex-Valued Neural Network Design for Mitigation of Signal Distortions in Optical Links

Keyphrases

• Neural Network 100%
• Optical Link 100%
• Signal Distortion 100%
• Complex-valued Neural Networks 100%
• Neural Network Design 100%
• Nonlinear Regime 50%
• Single-mode Fiber 50%
• Optical Fiber 25%
• Machine Learning Techniques 25%
• Optical Communications 25%
• Neural Network Applications 25%
• Optical Communication Systems 25%
• Fiber Optics Systems 25%
• High Nonlinear 25%
• Optical System 25%
• Optical Power 25%
• Fiber Link 25%
• Channel Transmission 25%
• Fiber Propagation 25%
• Imperfection 25%
• Fiber Properties 25%
• Traditional Models 25%
• Transmission Rate 25%
• Nonlinear Impairments 25%
• Novel Design 25%
• Linear Regime 25%
• Available Power 25%
• Mach-Zehnder Modulator 25%
• Channel Model 25%
• Data-driven Approach 25%
• Nonlinear Compensation 25%
• DP-16QAM 25%
• Transceiver 25%
• Specific Parameters 25%
• Large Effective Area Fiber 25%
• Bayesian Optimization 25%
• Digital-to-analog Converter 25%

Engineering

• Single Mode Fibers 100%
• Optical Link 100%
• Fiber Optics 50%
• Machine Learning Technique 50%
• Nonlinearity 50%
• Optical Fiber 50%
• Optical Systems 50%
• Optical Communication System 50%
• Optic System 50%
• Optical Power 50%
• Q Factor 50%
• Fiber Link 50%
• Channel Transmission 50%
• Linear Regime 50%
• Effective Area 50%
• Max 50%
• Channel Model 50%
• Transceiver 50%
• Priori Knowledge 50%
• Digital-to-Analog Converter 50%

Physics

• Neural Network 100%
• Optical Communication 28%
• Optical Fiber 14%
• Fiber Optics 14%
• Warm Dark Matter 14%
• Machine Learning 14%
• Q Factor 14%
• Optical Power 14%