Description: 神经网络原理 Simon Haykin 英文版
基本涵盖了神经网络的许多基础部分和重要方面。像Back Propagation， Radial-Basis Function，Self-Organizing Maps，以及single neuron中的Hebbian Learning, Competitive Learning和LMS Learning。 -Neural network theory Simon Haykin in English covering the neural network and an important part of many basic aspects. Like Back Propagation, Radial-Basis Function, Self-Organizing Maps, and the single neuron in the Hebbian Learning, Competitive Learning and LMS Learning. Platform: |
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Description: 本程序实现了简单的反向传播算法，以及对简单函数的拟合。-This program implements a simple back-propagation algorithm, as well as a simple function fitting. Platform: |
Size: 257024 |
Author:helloyan |
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Description: This program will give better precision and recall rate as this coding uses Back propagation network Platform: |
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Author:vijayan |
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Description: The decoding of Low Density Parity Check (LDPC) codes through the iterative process of belief propagation presents practical challenges for designers looking for real time performance in communication systems. Due to the geometric and finite pattern nature endemic in the construction of LDPC codes, this paper proposes the use of Multi Layer Perception (MLP) feed forward artificial neural networks to replace belief propagation to achieve constant decoding times while retaining performance levels comparable to more traditional decoding methods. Due to the back propagation training method used for neural networks, and the requirement of showing the network every possible input output sequence it will ever see, this paper also presents a novel method of approaching long block length codes far larger than is otherwise possible to train neural networks for with modern computer hardware. Platform: |
Size: 431104 |
Author:namareq |
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Description: 一个神经网络计算的库，实现几个通用神经网络体系和训练方法，自识别图，弹性网络等.like Back Propagation, Kohonen Self-Organizing Map, Elastic Network, Delta Rule Learning, and Perceptron Learning.-In this article, a C# library for neural network computations is described. The library implements several popular neural network architectures and their training algorithms, like Back Propagation, Kohonen Self-Organizing Map, Elastic Network, Delta Rule Learning, and Perceptron Learning. The usage of the library is demonstrated on several samples:
• Classification (one-layer neural network trained with perceptron learning algorithms)
• Approximation (multi-layer neural network trained with back propagation learning algorithm)
• Time Series Prediction (multi-layer neural network trained with back propagation learning algorithm)
• Color Clusterization (Kohonen Self-Organizing Map)
• Traveling Salesman Problem (Elastic Network). Platform: |
Size: 242688 |
Author:calford |
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Description: 人工神经网络上网反向传播方法也就是BP神经网络的实现！可以作为模板重复使用的！-Internet back-propagation artificial neural network approach is the realization of BP neural network! Can be reused as a template! Platform: |
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Author:master |
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Description: 简单的数据前向传播，误差反向传播基于BP神经网络的C实现。-Simple data prior to transmission, the error back-propagation neural network based on BP s C implementation Platform: |
Size: 3072 |
Author:wangzhenjun |
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Description: Cell classifier built on the base of Artificial Neural Network, that is taught by back propagation method.
It is capable to classify pictures containing one extracted cell to the one of two specified classes - mitotic or not mitotic.
Classification is based on analysing the whole picture (all the pixels). Platform: |
Size: 457728 |
Author:Fenomen |
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Description: 一种基于误差反向传播的BP学习算法的模糊神经网络模型，作为非线性映射的有效工具。-A method based on back propagation BP learning algorithm for fuzzy neural network model of nonlinear mapping, as an effective tool. Platform: |
Size: 2048 |
Author:关海鸥 |
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Description: 人工智能里面的几个c程序，蚁群算法、k近邻、hebb学习、hopfield网络、后向传播网络等。-Artificial intelligence inside the c program, ant colony algorithm and k nearest neighbor, hebb study, the Hopfield network, back propagation network. Platform: |
Size: 11264 |
Author:zhangxin |
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Description: 用c语言编的几个人工智能程序，包括蚁群算法，k最近邻, hebb学习, Hopfield 网络, 后向传播网络。-Artificial intelligence inside the c program, ant colony algorithm and k nearest neighbor, hebb study, the Hopfield network, back propagation network. Platform: |
Size: 8192 |
Author:zhangxin |
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Description: bP网络,网络的训练算法是反向传播算法，即神经元的链接权重的训练是从最后一层-BP network, network training algorithm is BP back propagation algorithm, i.e., neurons in the link weight training is from the last layer Platform: |
Size: 1024 |
Author:Tom |
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