We are sharing a fast three-dimensional non-uniform fast Fourier transform (NUFFT) CUDA implementation with MATLAB mex interface and class-based generation of forward and adjoint operators. The library can be integrated with any MATLAB-based image reconstruction and will perform the NUFFTs on the GPU without additional code modifications.
Related Publication
gpuNUFFT – An Open Source GPU Library for 3D Regridding with Direct Matlab Interface
Proc Intl Soc Magn Reson Med. 22 (2014). p 4297.
Please cite this work if you are using gpuNUFFT in your research.
Version History
| Version | Release date | Notes |
|---|---|---|
| 2016-05 | The library is now maintained on Github. In addition, gpuNUFFT is featured on the ISMRM MR-Hub, along with additional installation instructions, video tutorials, and an ISMRM review of the library. | |
| 2015-08 | Compute capabilities 1.x are no longer supported in CUDA 7.0. To use gpuNUFFT with CUDA 7.0, the CMakeLists file has to be adjusted by modifying the flags SET(CUDA_NVCC_FLAGS "-arch;sm_1x;--ptxas-options=-v").We will adress this issue more thoroughly in future releases. | |
| 2.0.6 | 2014-09-15 | A major update: All precomputations are done on the GPU; Full support for multi coil data; Support for arbitrary sector widths; Effective support for anisotropic grid sizes. |
| 1.1 | 2014-05-28 | Demo example now allows the use of atomic operations for increased speedup. |
| 1.0 | 2014-05-05 | First resease of gpuNUFFT. |
Contributors
- Andreas Schwarzl (Graz University of Technology)
- Florian Knoll (NYU Grossman School of Medicine)
Contact
Questions about this resource may be directed to Florian Knoll, PhD.