https://github.com/lucatedeschini/feedforwardnn

This project is my submission for the exam "Project Work in Architecture and Platform for Artificial Intelligence"
https://github.com/lucatedeschini/feedforwardnn

c cuda neural-networks openmp scratch-implementation

Last synced: 6 months ago
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This project is my submission for the exam "Project Work in Architecture and Platform for Artificial Intelligence"

• Host: GitHub
• URL: https://github.com/lucatedeschini/feedforwardnn
• Owner: LucaTedeschini
• License: mit
• Created: 2025-05-14T13:10:55.000Z (11 months ago)
• Default Branch: main
• Last Pushed: 2025-09-03T14:29:36.000Z (8 months ago)
• Last Synced: 2025-09-03T16:28:23.928Z (8 months ago)
• Topics: c, cuda, neural-networks, openmp, scratch-implementation
• Language: C
• Homepage:
• Size: 14.5 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

          
# TODO WIP LIST

- [x] Neural Network Structure

- [x] Feed Forward Step

- [x] Backpropagation step (for single input)

- [ ] Going parallel

- [X] MNIST dataset preparation

- [X] Testing the network over the MNIST challenge

- [ ] Batched input and propagation

- [ ] Performance analysis and sum up

# README

To MNIST dataset has been zipped. To run the code, unzip it inside the MNIST folder