根据[https: physionet.org content challenge-2016 1.0.0 的心音比赛所做的作业,采用了SVM,RF和MLR,最后结果显示SVM效果最好](https: physionet.org content challenge-2016 1.0.0 %E7%9A%84%E5%BF%83%E9%9F%B3%E6%AF%94%E8%B5%9B%E6%89%80%E5%81%9A%E7%9A%84%E4%BD%9C%E4%B8%9A%EF%BC%8C%E9%87%87%E7%94%A8%E4%BA%86SVM%EF%BC%8CRF%E5%92%8CMLR%EF%BC%8C%E6%9C%80%E5%90%8E%E7%BB%93%E6%9E%9C%E6%98%BE%E7%A4%BASVM%E6%95%88%E6%9E%9C%E6%9C%80%E5%A5%BD)
According to the homework done in the heart sound competition from https: physionet. org content challenge-2016 1.0.0, SVM, RF, and MLR were used, and the final results showed that SVM had the best effect (https: physionet.org content challenge-2016 1.0.0 %E7%9A%84%E5%BF%83%E9%9F%B3%E6%AF%94%E8%B5%9B%E6%89%80%E5%81%9A%E7%9A%84%E4%BD%9C%E4%B8%9A%EF%BC%8C%E9%87%87%E7%94%A8%E4%BA%86SVM%EF%BC%8CRF%E5%92%8CMLR%EF%BC%8C%E6%9C%80%E5%90%8E%E7%BB%93%E6%9E%9C%E6%98%BE%E7%A4%BASVM%E6%95%88%E6%9E%9C%E6%9C%80%E5%A5%BD) (2021-04-16, matlab, 8300KB, 下载1次)
基于auv_bf，Lyapunov的欠驱动自主水下航行器轨迹跟踪控制器设计
auv_lbf,Lyapunov based controller design for trajectory tracking of an under-actuated autonomous underwater vehicle(AUV) (2021-07-08, matlab, 3402KB, 下载1次)
使用DL进行BF设计，使用深度学习进行波束形成设计。
BF-design-with-DL,Beamforming design with deep learning. (2022-10-08, matlab, 598KB, 下载0次)
神经网络项目，前馈神经网络项目以%97.5的准确率猜测屏幕上显示的数字。
Neural-Network-Project,Feed-forward Neural Network project that guesses the numbers presented on the screen with %97.5 accuracy. (2020-11-22, matlab, 7407KB, 下载0次)
神经网络识别手写数字，识别手写数字的准确率为97.52%
Neural-Networks-to-Recognize-Hand-Written-Digits,Recognizing hand-written digits with an accuracy of 97.52% (2019-12-01, matlab, 18825KB, 下载0次)
机器学习课程斯坦福，深入解释了我的作业解决方案。等级：97.3%
machine-learning-coursera-stanford, In depth explained my assignment solutions. Grade: 97.3% (2018-12-07, matlab, 59562KB, 下载0次)
bp实现手写数字识别，识别率一般在97%以上，其中有添加噪声和不添加噪声的情况。
Recognition of Handwritten Numbers Based on BP (2019-03-12, matlab, 11KB, 下载7次)
cnn Mnist 两层卷积实现，可以达到97%d 识别率，大家可以拿来上手试用
CNN MNIST two layers (2018-04-29, matlab, 4KB, 下载29次)
实现神经网络分类，适用于非侵入式电荷分解
Realization of neural network classification (2018-04-13, matlab, 31298KB, 下载28次)
学习模式识别的基本知识，经典的贝叶斯分类器，已经测试通过
Learn the basics of pattern recognition, the classic Bayesian classifier has been tested by (2016-04-25, matlab, 1KB, 下载1次)
设计单一及多个神经元的感知器、BP神经网络。文件a1.m是一个神经元，a2.m是两个神经元，test36.m是bp神经网络。
Design of single and multiple neuron perceptron, BP neural network. The file a1.m a neurons a2.m, two neurons the test36.m bp neural networks. (2012-07-20, matlab, 3KB, 下载5次)
数字波束形成技术，本文提供常规相移方法产生波束的技术
beam forming (2012-02-28, matlab, 1KB, 下载28次)
粗糙度A1， 惯性矩A2，纹理熵A3，相关度A4，方差A5，逆差矩阵A6,纹理特征提取
extract six texture figures (2012-01-06, matlab, 1KB, 下载31次)
在传统遗传算法的基础上，引入FFD、BF近似算法的思想，提出求解该类问题的混合遗传算法。
In the traditional genetic algorithm, based on the introduction of FFD, BF approximation algorithm ideas put forward to solve such problems of hybrid genetic algorithms. (2011-08-21, matlab, 255KB, 下载18次)
BP网络与RBF径向基网络对比（傻瓜教程，10秒学会神经网络）
BP and RBF NET (2010-10-29, matlab, 74KB, 下载31次)
神经网络学习，一个好的神经网络学习练习用的入门程序
Neural network learning, a good practice to use neural networks to learn the entry procedures for (2009-10-19, matlab, 1KB, 下载26次)
％以FRP－混凝土面内剪切试验说明matlab神经元网络的使用
％读入试验数据，数据格式为
％ FRP厚度(mm) FRP宽度(mm) FRP粘结长度(mm) FRP弹模(GPa) 混凝土抗拉强度(MPa) 混
凝土宽度(mm)
％[ 0.169 50 130 97 2.9 100]
％网络输出为极限承载力
Of FRP-concrete-plane shear test matlab neural network description of the use of read test data, data format FRP thickness (mm) FRP width (mm) FRP bond length (mm) FRP elastic modulus (GPa) Concrete tensile strength (MPa) concrete width (mm) [0.169 50 130 97 2.9 100] network output for the ultimate bearing capacity (2008-05-12, matlab, 67KB, 下载17次)