Implementing neural network functions on HDL
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I have trained a classifier using the neural networks toolbox, I don't need to do any training on the hardware so that part is not what I want to convert into HDL, what I do need is to convert a function that runs the forward-pass ,using the trained model, on input data for classification.
The main function I use for classification calls lots of other functions from the NN toolbox, so I'm not sure if it is even possible to convert everything to HDL, maybe I should try going with Simulink first then HDL?
Not sure how mych details do I need to provide, so if I need to do so, please let me know.
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Nick Choi
2017-12-6
编辑:Nick Choi
2017-12-6
The following documentation page provides a list of the MATLAB functions that are supported for HDL code generation:
This documentation page has a list of the Simulink Blocks that are supported for HDL code generation: https://www.mathworks.com/help/hdlcoder/block-support.html
These pages should help give you a better idea of what could be converted into HDL code.
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Alexander Vorobyev
2019-8-27
Example hdl code generation from CNN https://www.youtube.com/watch?v=dSWkawpTiM4
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