Neural Networks on FPGA: Part 7: Verification

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Vipin Kizheppatt

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the files you provided in github are using RELU as activation function. I swapped it with sigmoid in the inlcude.v file and then ran the simulation, but the accuracy was too low nearing 15-17 range. Do i need to swap the activation function anywhere else?

JoeMJ-dg

Hello Sir, Please I have a tested Microblaze design. How do I interface Zynet with MicroBlaze?
Thanks

vanessaingrid

Hi. I have a question? why the value of sigmodiSize affects to accuracy. Thank you!!!

kieutrinhvo

Can u pls upload the coding for implementation of neural networks on fpga...for final year project

ashmidellas

hi, thanks for this great tutorial, I have a question when I synthesis code and run post-synthesis simulation it shows these warnings: File test_data_0000.txt referenced on ...cannot be opened for reading.
would you mind help me??

anahitahosseinkhani

Hello can you please make some video about haw using GPU

medhm

Thanks for these valuable videos
May you pls put these NN videos and also others in a specific playlists, that would be great

sinaasadiyan

Neural Networks on FPGA: Part 7: Verification

Neural Networks on FPGA: Part 1 :Introduction

Neural Networks on FPGA: Part 1: Introduction

FPGA Implementation of Quantized Neural Network

LeFlow - MNIST Classification with FPGA

Neural Networks on FPGA: Part 2: Designing a Neuron

Neural Networks on FPGA: Part 10: Automatic Generation of Neural Networks for FPGAs

2D Convolutional Neural Network on FPGA for High-Resolution TPC Images

Neural Networks on FPGA: Part 4: Which one is better? ReLU or Sigmoid

Neural Networks on FPGA: Part 8: Generating weights, biases and test data

Neural Networks on FPGA: Part 5: Designing the Layers

Neural Networks on FPGA: Part 3: Activation Functions

Neural Networks on FPGA: Part 9: Generating weights, biases and test data from TensorFlow

How Fast Can Deep Neural Networks Run on FPGAs?

Neural Networks on FPGA: Part 6: Hardware wrap up

Machine Learning on FPGAs: Demonstration of HLS4ML Framework

Open-Source Tools for Neural Network Inference on FPGAs

Tutorial (ISFPGA'2021): Neural Network Accelerator Co-Design with FINN

Spiking Neural Network on FPGA - Introduction and Overview

Feedforward Neural Network architecture in FPGA applied to digits recognition

Neural Networks on FPGA: Part 7: Verification

Implementation of yolov3 convolution Neural Network on fpga

Convolution Neural Network (CNN) implementation on FPGA

Neural Networks on FPGA: Part 11: Hardware Validation

Spiking Neural Network on FPGA - FPGA Implementation