pytorch-complex
Install it using pip:
pip install pytorch-complex
Usage: Similar to PyTorch. For using the Complex features of this library, just change the regular torch imports with torchcomplex imports. For example: import torchcomplex.nn as nn instead of import torch.nn as nn Then, simply nn.Conv2d for both torch and torchcomplex, for 2D Convolution
Credits
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If you use this package or benift from the codes of this repo, please cite the following in your publications:
BibTeX entry:
@inproceedings{mickISMRM21ksp,
author = {Chatterjee, Soumick and Sarasaen, Chompunuch and Sciarra, Alessandro and Breitkopf, Mario and Oeltze-Jafra, Steffen and Nürnberger, Andreas and Speck, Oliver},
year = {2021},
month = {05},
pages = {1757},
title = {Going beyond the image space: undersampled MRI reconstruction directly in the k-space using a complex valued residual neural network},
booktitle={2021 ISMRM \& SMRT Annual Meeting \& Exhibition}
}
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