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yundaxian's Projects

accelerometerproject icon accelerometerproject

This repo contains my MATLAB R2015a code for my BME 7022 project involving using accelerometer data to calculate the number of steps taken.

cnn icon cnn

implementation of convolutional neural networks in matlab

dasvm icon dasvm

Matlab implementation of the EM and MCMC algorithm for SVMs as introduced in the paper "Data augmentation for support vector machines"

ecg_signal_analysis_for_mi icon ecg_signal_analysis_for_mi

Myocardial Infarction is one of the fatal heart diseases. It is essential that a patient is monitored for the early detection of MI. Owing to the newer technology such as wearable sensors which are capable of transmitting wirelessly, this can be done easily. However, there is a need for real-time applications that are able to accurately detect MI non-invasively. This project studies a prospective method by which we can detect MI. Our approach analyses the ECG (electrocardiogram) of a patient in real-time and extracts the ST elevation from each cycle. The ST elevation plays an important part in MI detection. We then use the sequential change point detection algorithm; CUmulative SUM (CUSUM), to detect any deviation in the ST elevation spectrum and to raise an alarm if we find any.

extended-kalman-filter icon extended-kalman-filter

Matlab and C++ code for implementation of the Extended Kalman Filter for estimating dynamic quantities for a single rigid body with distributed force/torque measurements and distributed gyroscopes and accelerometers measurements.It also include estimation of the orientation under the quaternion representation.

facerecognition icon facerecognition

Face recognition written in MATLAB. This code implements Fisher's Discriminant Analysis and SVMs using LIBSVM.

fio icon fio

Flexible I/O Tester

imu_calibration icon imu_calibration

Matlab codes for calibration of inertial measurement unit (3-axis accelerometer and gyroscope)

incremental-svm-learning-in-matlab icon incremental-svm-learning-in-matlab

This MATLAB package implements the methods for exact incremental/decremental SVM learning, regularization parameter perturbation and kernel parameter perturbation presented in "SVM Incremental Learning, Adaptation, and Optimization" by Christopher Diehl and Gert Cauwenberghs.

iotdataanalysis icon iotdataanalysis

This project is about making a matlab code to analyse IoT data from a parse-server.

kubernetes icon kubernetes

Production-Grade Container Scheduling and Management

leetcode-master icon leetcode-master

《代码随想录》LeetCode 刷题攻略:200道经典题目刷题顺序,共60w字的详细图解,视频难点剖析,50余张思维导图,支持C++,Java,Python,Go,JavaScript等多语言版本,从此算法学习不再迷茫!🔥🔥 来看看,你会发现相见恨晚!🚀

leetcodeanimation icon leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.(用动画的形式呈现解LeetCode题目的思路)

leetcodefirst icon leetcodefirst

🔥LeetCode solutions in any programming language | 多种编程语言实现 LeetCode、《剑指 Offer(第 2 版)》、《程序员面试金典(第 6 版)》题解

lrp_toolbox icon lrp_toolbox

The LRP Toolbox provides simple and accessible stand-alone implementations of LRP for artificial neural networks supporting Matlab and Python. The Toolbox realizes LRP functionality for the Caffe Deep Learning Framework as an extension of Caffe source code published in 10/2015.

matlabcnn icon matlabcnn

Matlab codes for 2D Convolutional Neural Network

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