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# nn - Neural Networks in C # nn - Neural Networks in C
This repository implements various neural networks in C, focusing mainly on targetting embedded systems or creating hardware accelerators (FPGA-Based, ASIC, etc.) \ This repository implements various neural networks in C, focusing mainly on targetting embedded systems or creating hardware accelerators (FPGA-Based, ASIC, etc.) \
This project was created as part of my independent study course, where I am currently researching the design of hardware accelerators for high-performance workloads This project was created as part of my independent study course, where I am currently researching the design of hardware accelerators for high-performance workloads
### Current Implementations (project index) ### Current Implementations (project index)
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`mnist.c` - Driver code for `cnn.c` which trains on the [MNIST](https://yann.lecun.com/exdb/mnist/) dataset `mnist.c` - Driver code for `cnn.c` which trains on the [MNIST](https://yann.lecun.com/exdb/mnist/) dataset
### Usage ### Usage
`mnist.c` is a great example of how the library is used, but basic usage boils down to a few simple things: \ `mnist.c` is a great example of how the library is used, but basic usage boils down to a few simple things:
1) Importing `cnn.c` into your code 1) Importing `cnn.c` into your code
2) Creating a network and creating layers: 2) Creating a network and creating layers: