zhifeixu

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/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