资源列表
手写数字识别
- 运用卷积神经网络进行特征提取，然后进行分类(Using convolution neural network to extract features and classify them)
Desktop
- 非线性光学书后程序，分布求解，参考作用研究问题不同，方程不同(Nonlinear Optics Post-book Procedure)
PSO_lssvm
- 粒子群算法优化最小二乘支持向量机，亲测可用，按照命令来就好(Particle Swarm Optimization for Least Squares Support Vector Machines)
PSO优化SVM参数
- 粒子群算法优化libsvm参数，可以自行修改，亲测可用(Particle Swarm Optimization (PSO) optimizes the parameters of libsvm, which can be modified by itself and can be used for pro-test.)
AP聚类Matlab程序
- AP聚类算法，亲测可用，可以很快分别不同类别(AP clustering algorithm, pro-test available, can quickly separate different categories)
MATLAB/Simulink 控制系统仿真
- 一本很好的Simulink书籍，适合基于模型设计的工程师入门和进阶
aec
- webrtcd的aec模块的matlab实现，包括了频域NMLS滤波以及后期的非线性处理部分。可以得到较好的回声消除效果。(Matlab implementation of AEC module of webrtcd includes frequency domain NMLS filtering and later non-linear processing. A better echo cancellation effect can be obtained.)
《MATLAB 神经网络43个案例分析》源代码&数据
- 《MATLAB 神经网络43个案例分析》全书源代码和数据，注释详细，神经网络学习很有帮助。内含《MATLAB 神经网络43个案例分析》目录:第1章BP神经网络的数据分类语音特征信号分类;第2章 BP神经网络的非线性系统建模-非线性函数拟合等。(Analysis of 43 Cases of Neural Network in MATLAB source code data, detailed comments. Included in the catalogue of 43 Cases Anal
zzz1
- 三相桥式全控整流电路仿真，使用晶闸管进行三相桥式全控整流电路仿真。(Three-Phase Full-Bridge Controlled Rectifier)
Bayesian and HSMM
- 贝叶斯HSMM 主要是改进HMM存在状态保持时间的局限性，引入了持续时间的函数显式表达，用贝叶斯概率估计((Bayesian and HSMM was mainly to improve HMM state of existence to maintain the limitations of time, the introduction of an explicit function of the duration of expression of))
A many-objective evolutionary algorithm based on a two-round selection strategy
- A many-objective evolutionary algorithm based on a two-round selection strategy 一种基于两种轮盘赌选择策略的高维多目标进化算法
ukf滤波代码
- ukf滤波代码，可直接运用于对状态的估计中，有效降低误差，