资源列表
CNN Matlab代码
- 利用大量图像数据对卷积神经网络算法进行训练，通过卷积、池化、下采样以及全连接层训练后的卷积神经网络在图像识别精度越来越高。(By using a large number of image data to train the convolutional neural network algorithm, the accuracy of the image recognition is higher and higher by convolution, pooling, down sampling
神经网络
- 人工神经网络（Artificial Neural Networks，简写为ANNs）是一种模仿动物神经网络行为特征，进行分布式并行信息处理的算法数学模型。这种网络依靠系统的复杂程度，通过调整内部大量节点之间相互连接的关系，从而达到处理信息的目的，并具有自学习和自适应的能力。(Artificial neural network (ANN) is a mathematical model that imitates the behavior characteristics of animal neu
PSO-RBF
- 粒子群优化算法智能优化RBF神经网络~~~~~~~~~~~~~(Intelligent optimization, BP neural network)
basicABC
- 基本人工蜂群算法，带中文注释 可以用来求解优化问题，也可在此基础上改进(Basic Artificial Bee Colony Algorithm with Chinese Notes Can be used to solve the optimization problem can also be improved on this basis)
NNC
- K近邻算法，亲测，可运行，手动输入近邻个数(The nearest neighbor algorithm)
BP_network-master
- BP神经算法基础实例，基于BP神经网络的网络实例。(BP neural algorithm based examples)
code
- 强化学习机器人自主导航模拟程序，应用了SARSA算法(reinforcement learning for self-navigating robot)
+abstractData
- 基金分析程序，可以用以分析基金的绩效以及历史业绩(The fund analysis program)
Designing neural networks using GUI
- 使用 matlab GUI来设计神经网络，便于开发应用(Matlab GUI is used to design neural networks, which is easy to develop and apply)
qafpv
- ofdm system simulation including 16qam modulation fft windowing modules plus cp, You can get a very accurate amplitude, frequency, phase estimation, Simulation of doubly fed induction generator system.
jie_ip87
- Foreign model is finished, Calculate the multifractal trend fluctuation analysis, Can realize the two-dimensional data clustering.
ga_bp
- 基于遗传算法改进阈值的神经网络 能够有效避免神经网络的阈值陷入局部极小值这一问题(The neural network based on genetic algorithm to improve the threshold can effectively avoid the problem that the threshold of the neural network is trapped into the local minimum)