Releases: DPlabst/NN-MI
Releases · DPlabst/NN-MI
v1.1
Software for computing achievable information rates for channels with memory via neural network successive interference cancellation.
The following improvements were made compared to v1.0:
- Learning rate scheduling for faster training.
- Independent training for each SNR value. (In the previous version v1.0 and arXiv paper the NNs were initialized with optimized parameters from a lower SNR, if available).
v1.0
Software for computing achievable information rates for channels with memory via neural network successive interference cancellation. This code was used to generate the results for the IEEE Transactions on Communications submission "Neural Network Equalizers and Successive Interference Cancellation for Bandlimited Channels with a Nonlinearity" [arXiv] on January, 11, 2024