A Direct learning approach for neural network based pre-distortion for coherent nonlinear optical transmitter

Keyphrases

• Nonlinear Optical 100%
• Learning Approaches 100%
• Optical Transmitters 100%
• Direct Learning 100%
• Neural Network-based 100%
• Predistortion 100%
• Neural Network 75%
• Volterra Series 75%
• Transmitter 50%
• Nonlinearity 50%
• Standard Neural Network 50%
• Noise Enhancement 50%
• Digital Predistortion 50%
• High-throughput 25%
• Desired Performance 25%
• Learning Methods 25%
• Optical Communications 25%
• Neural Network Architecture 25%
• Communication Infrastructure 25%
• Training Approaches 25%
• Coherent Optical 25%
• Indirect Approach 25%
• Complex-valued Neuron 25%
• Noisy Conditions 25%
• Indirect Training 25%
• Solution-focused 25%
• Neural Network Inference 25%
• Term Memory 25%
• Distortion Method 25%
• Nonlinearity Condition 25%
• Inference Architecture 25%
• Memory Neural Network 25%

Computer Science

• Neural Network 100%
• Learning Approach 100%
• Optical Transmitter 100%
• Volterra Series 50%
• Optical Communication 16%
• High Throughput 16%
• Neural Network Architecture 16%
• Network Inference 16%
• Long Short-Term Memory Neural Network 16%