11# neural-fortran
22
3- [ ![ GitHub issues] ( https://img.shields.io/github/issues/modern-fortran/neural-fortran.svg )] ( https://github.com/modern-fortran/neural-fortran/issues )
4-
53A parallel framework for deep learning.
64Read the paper [ here] ( https://arxiv.org/abs/1902.06714 ) .
75
@@ -244,20 +242,27 @@ It may be useful to read if you want to contribute a new feature to neural-fortr
244242## Acknowledgement
245243
246244Thanks to all open-source contributors to neural-fortran:
247- [ @awvwgk ] ( https://github.com/awvwgk ) ,
248- [ @ivan-pi ] ( https://github.com/ivan-pi ) ,
249- [ @jacobwilliams ] ( https://github.com/jacobwilliams ) ,
250- [ @jvdp1 ] ( https://github.com/jvdp1 ) ,
251- [ @jvo203 ] ( https://github.com/jvo203 ) ,
252- [ @milancurcic ] ( https://github.com/milancurcic ) ,
253- [ @pirpyn ] ( https://github.com/pirpyn ) ,
254- [ @rouson ] ( https://github.com/rouson ) ,
255- [ @rweed ] ( https://github.com/rweed ) ,
256- and [ @scivision ] ( https://github.com/scivision ) .
245+ [ awvwgk] ( https://github.com/awvwgk ) ,
246+ [ ggoyman] ( https://github.com/ggoyman ) ,
247+ [ ivan-pi] ( https://github.com/ivan-pi ) ,
248+ [ jacobwilliams] ( https://github.com/jacobwilliams ) ,
249+ [ jvdp1] ( https://github.com/jvdp1 ) ,
250+ [ jvo203] ( https://github.com/jvo203 ) ,
251+ [ milancurcic] ( https://github.com/milancurcic ) ,
252+ [ pirpyn] ( https://github.com/pirpyn ) ,
253+ [ rouson] ( https://github.com/rouson ) ,
254+ [ rweed] ( https://github.com/rweed ) ,
255+ [ Spnetic-5] ( https://github.com/Spnetic-5 ) ,
256+ and [ scivision] ( https://github.com/scivision ) .
257257
258258Development of convolutional networks and Keras HDF5 adapters in
259259neural-fortran was funded by a contract from NASA Goddard Space Flight Center
260260to the University of Miami.
261+ Development of optimizers is supported by the Google Summer of Code 2023 project
262+ awarded to [ Fortran-lang] ( https://github.com/fortran-lang ) .
263+
264+ <img src =" assets/nasa.png " alt =" NASA logo " >
265+ <img src =" assets/gsoc.png " alt =" GSoC logo " >
261266
262267## Related projects
263268
@@ -270,3 +275,12 @@ supports training and inference of convolutional networks.
270275is an implementation based on old (v0.1.0) neural-fortran which optimizes for
271276speed and running on GPUs the memory layout and forward and backward passes of
272277dense layers.
278+ * [ Inference Engine] ( https://github.com/BerkeleyLab/inference-engine ) developed
279+ at the Berkeley Lab by the Computer Languages and Systems Software (CLaSS)
280+ group.
281+
282+ ## Impact
283+
284+ Neural-fortran has been used successfully in over a dozen published studies.
285+ See all papers that cite it
286+ [ here] ( https://scholar.google.com/scholar?cites=7315840714744905948 ) .
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