Nec Corporation

Weiyang Mo

Shaoliang Zhang

Yue-Kai Huang

Fatih Yaman

Ezra Ip

Yoshihisa Inada

Eduardo Rodriguez

Systems and methods for predicting performance of a modulation system are provided. A neural network model is trained using performance information of a source system. The neural network model is modified with transferable knowledge about a target system to be evaluated. The neural network model is tuned using specific characteristics of the target system to create a source-based target model. The target system performance is evaluated using the source-based target model to predict system performance of the target system.

Neural network transfer learning for quality of transmission prediction

Systems and methods for transmission filtering are provided. A receiver includes an input coupled to a transmission line to receive distorted optical symbols. A distortion filter is coupled to the input to replace the distorted optical symbols with predicted symbols using a trained neural network. A decoder is coupled to the distortion filter to decode the predicted symbols.

Transmission filtering using machine learning

Growing community of inventors

Sunnyvale, CA, United States of America

Weiyang Mo