Implementation of one-dimensional convolutional neural network CNN based on FPGA (V) data quantization (with code)

Data quantification

Environmental Science ： Pytorch,Pycham,Matlab.（ After subscription There is a problem , Or you can add wechat directly to the documents in this section ：Crazzy_M）

explain ： The previous section has been passed Matlab The basic multiplication and addition operations in CNN Forward computing process of network .

This section uses Matlab Will export CNN The parameters required by the network are quantized at fixed points , Last transmitted to FPGA End to end calculation .

Section 1 ： be based on FPGA One dimensional convolutional neural network CNN The implementation of the （ One ） frame
In the second quarter ： be based on FPGA One dimensional convolutional neural network CNN The implementation of the （ Two ） Resource allocation
In the third quarter ： be based on FPGA One dimensional convolutional neural network CNN The implementation of the （ 3、 ... and ） Training network construction and parameter export （ The attached code ）
The fourth quarter, ： be based on FPGA One dimensional convolutional neural network CNN The implementation of the （ Four ）Matlab Forward validation （ The attached code ）
Section 5 ：