zhifeixu's repositories
G9_Hardware-Approach-of-Forward-Propagation-in-Neural-Network-on-FPGA
Repo for ECE532 Final Project - Hardware Approach of Forward Propagation in Neural Network on FPGA
predictionFPGA
ELE 402 Graduation Project Prediction Using FPGA using Artificial Neural Network (ANN) from camera input
RosslerChaoticGenerator
Artificial Neural Network (ANN) based on Rossler's Chaotic System Generator on FPGA using VHDL.
BackProp_Numpy_MNIST
Use of SGD in feedforward neural network for MNIST classification
backpropagation_NN_FPGA_implementation
This is the final project for the BP NN FPGA implementation
dnnbp
Deep Neural Network with back propagation implemented in Verilog.
Embedded-Neural-Network
collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning
FPGA-digit-recognition
This is simply a binary neural network implemented on FPGA. The one and only functionality of this crap is to recognize handwritten digit and hopefully display the correct guess.
fpga-NN-acceleration
Project folder for ENGR315 final project, accelerating a Python neural network with a Digilent PYNQ-Z1 board.
FPGA_final_project
Collected dataset of Persian and Greek words and gave sentences as input to FPGA and compute probabilities for language of each sentences with neural network algorithms
GeneticAlgorithm
这是用C++写的遗传算法，参考《智能算法 30案例分析 第2版》一书，包含TSP、LQR控制器、结合量子算法、多目标优化、粒子群等，由于原作为matlab程序，综合自己思路通过C++写出来，算是练习和开个大坑
Hardware-Neural-Network
Embedded hardware accelerator of multilayer perceptrons for lightweight machine learning
LSTM-Neural-Network-for-Time-Series-Prediction
LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data
MiniBatchSGD-and-MiniBatchSGD-with-Momentum
Deep Feedforward neural network class with methods for Mini-batch SGD and Mini-Batch SGD with Momentum algorithms and L2 and dropout regularizations
Neural-Network-FPGA
Synthesizable Neural Networks Library for FPGAs
neural-network-fpga-1
This project propose an alternative implementation of Perceptron Multilayer Neural Networks to solve binary classification problem in FPGAs devices.
Neural_network
FPGA for neural networks
neural_network_fpga
A neural network training and testing on an FPGA
neurofpga
Attempt to build a neural network on an FPGA.
NN-Backpropagation
Implement a Neural Network trained with back propagation in Python
nnfpga
implementation of feedforward neural network in FPGA
On_board_FNN_qubit_discrimination
Sigle qubit state discrimination with machine learning method (neural networks); An on board implementation with vivado FPGA + ARM, for fast qubit discrimination and feedback control in real physics system.
openGA
A free C++ Genetic Algorithm library
scikit-rf
RF and Microwave Engineering Scikit