How to implement LSTM on Alter FPGA

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Sameer Ahmad Bhat 2020-8-14

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https://ww2.mathworks.cn/matlabcentral/answers/579432-how-to-implement-lstm-on-alter-fpga

回答： Aman Vyas 2020-8-16

Is it possible to implement LSTM network on Altera DE2-115 board? What is the procedure to do so?
Can I design the model in Simulink and then transfer the logic to the FPGA (altera or any FPGA that can be implemented for real time data acquisition)?
Would you please recommend any FPGA board for real time acquistion. The board should be programable with MATLAB

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Answer 1

Aman Vyas 2020-8-16

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Hi,

1)Yes, today most of the deep learning model can be implemented on FPGA provided you are able to generate synthesisable RTL code which can be dumped on FPGA.

2)Yes, simulink models support RTL code generation and verification by using products HDL coder and HDL verifier respectively. If you can generate your logic through system level modelling on simulink through HDL compatible blocks then easily they can be used to generate RTL synthesisable compatible to both altera FPGA from INTEL and xilinx FPGA Boards.

3)Most of the boards are programmable with matlab.

List of zynq supported boards - https://www.mathworks.com/hardware-support/zynq.html

List of Altera supported boards - https://www.mathworks.com/hardware-support/altera-soc-ecoder.html

Hope it helps !