Pinned Repositories
ANN_vhdl
Artificial Neural Network implemented in vhdl to be used on a FPGA
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.
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
LSTM-1
LSTM neural network (verilog)
predictionFPGA
ELE 402 Graduation Project Prediction Using FPGA using Artificial Neural Network (ANN) from camera input
SNN_vhdl
Implementation of an Artificial Neural Network (ANN) on FPGA using VHDL
zhifeixu's Repositories
zhifeixu/LSTM-1
LSTM neural network (verilog)
zhifeixu/ANN_vhdl
Artificial Neural Network implemented in vhdl to be used on a FPGA
zhifeixu/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
zhifeixu/predictionFPGA
ELE 402 Graduation Project Prediction Using FPGA using Artificial Neural Network (ANN) from camera input
zhifeixu/RosslerChaoticGenerator
Artificial Neural Network (ANN) based on Rossler's Chaotic System Generator on FPGA using VHDL.
zhifeixu/SNN_vhdl
Implementation of an Artificial Neural Network (ANN) on FPGA using VHDL
zhifeixu/BackProp_Numpy_MNIST
Use of SGD in feedforward neural network for MNIST classification
zhifeixu/backpropagation_NN_FPGA_implementation
This is the final project for the BP NN FPGA implementation
zhifeixu/dnnbp
Deep Neural Network with back propagation implemented in Verilog.
zhifeixu/Embedded-Neural-Network
collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning
zhifeixu/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.
zhifeixu/fpga-NN-acceleration
Project folder for ENGR315 final project, accelerating a Python neural network with a Digilent PYNQ-Z1 board.
zhifeixu/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
zhifeixu/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
zhifeixu/Hardware-Neural-Network
Embedded hardware accelerator of multilayer perceptrons for lightweight machine learning
zhifeixu/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
zhifeixu/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
zhifeixu/Neural-Network-FPGA
Synthesizable Neural Networks Library for FPGAs
zhifeixu/neural-network-fpga-1
This project propose an alternative implementation of Perceptron Multilayer Neural Networks to solve binary classification problem in FPGAs devices.
zhifeixu/Neural_network
FPGA for neural networks
zhifeixu/neural_network_fpga
A neural network training and testing on an FPGA
zhifeixu/neuralNetwork
zhifeixu/neurofpga
Attempt to build a neural network on an FPGA.
zhifeixu/NN-Backpropagation
Implement a Neural Network trained with back propagation in Python
zhifeixu/nnfpga
implementation of feedforward neural network in FPGA
zhifeixu/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.
zhifeixu/openGA
A free C++ Genetic Algorithm library
zhifeixu/scikit-rf
RF and Microwave Engineering Scikit
zhifeixu/simple_neural_network_by_FPGA
zhifeixu/XOR-NN-FPGA