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foss-eda-tools / third_party / shuttle / sky130 / mpw-003 / slot-024 / 3aa5f7407fe11bc366a02945153865559c2f1a4d
commit3aa5f7407fe11bc366a02945153865559c2f1a4d[log] [tgz]
authormxiangyue <mxiangyue@gmail.com>Fri Nov 12 10:06:02 2021 +1100
committermxiangyue <mxiangyue@gmail.com>Fri Nov 12 10:06:02 2021 +1100
treeaafa7a648dbb3676938763112efdb0e2d761dc4d
parent0414272e301a41a9996988e1f6e748dfdd7891a2 [diff]
add README
1 file changed
tree: aafa7a648dbb3676938763112efdb0e2d761dc4d
  1. .github/
  2. def/
  3. docs/
  4. gds/
  5. lef/
  6. mag/
  7. maglef/
  8. openlane/
  9. signoff/
  10. spi/
  11. verilog/
  12. caravel
  13. .gitignore
  14. .gitmodules
  15. info.yaml
  16. LICENSE
  17. Makefile
  18. README.md
README.md

Pre-Trained Neural Network for MNIST

This project implements a pre-trained fully connected neural network (FCNN) for hand-written digits from MNIST dataset. It takes images from MNIST dataset (28x28) and output single digit prediction. All parameters (weights and bias) are pre-trained and hard-coded. User can use wishbone bus to pass in inputs and obtain outputs.

This repository contains a Verilog implementation of the FCNN, targeting the OpenLane flow for the Skywater 130nm process and is an entry for the Google/Efabless MPW-3 shuttle.