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书籍 Neural Networks and Deep Learning(简体中文)

Neural Networks and Deep Learning(简体中文),比较经典的深度学习入门教程。
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书籍 Neural Systems For Control

If you are acquainted with neural networks, automatic control problems are good industrial applications and have a dynamic or evolutionary nature lacking in static pattern-recognition; control ideas are also prevalent in the study of the natural neural networks found in animals and human beings. If ...
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学术论文 基于BP神经网络的永磁同步电机自适应控制研究.rar

本文拟借助于神经网络良好的逼近能力,实现永磁同步电机的无位置传感器控制。 人工神经网络(Neural Network)可以逼近任意复杂非线性映射,具有很强的自学习自适应能力,十分适合于解决复杂的非线性控制问题。其中,BP神经网络是目前广泛应用的神经网络之一,得到了较为深入的研究,其结构简单,需要离线确定的参数少、泛化 ...
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学术论文 基于BP神经网络的永磁同步电机自适应控制研究.rar

永磁同步电机(Permanent Magnet Synchronous Motor)因功率密度大、效率高、过载能力强、控制性能优良等优点,在中小容量调速系统和高精度调速场合发展迅速。但由于永磁同步电机的磁场具有独特的交叉耦合和交叉饱和现象,且其控制系统是一个强非线性、时变和多变量系统,要实现高精度调速就需对其控制策略进行深入研究。 永 ...
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Java编程 java人工股市源码

java人工股市源码,用了GA(Genetic Algorithm)和ANN(Artificial Neural Network)。内附程序详细说明,强烈推荐!
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人工智能/神经网络 Description: C4.5Rule-PANE is a rule learning method which could generate accurate and comprehensibl

Description: C4.5Rule-PANE is a rule learning method which could generate accurate and comprehensible symbolic rules, through regarding a neural network ensemble as a pre-process of a rule inducer. Reference: Z.-H. Zhou and Y. Jiang. Medical diagnosis with C4.5 rule preceded by artificial neural net ...
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人工智能/神经网络 The purpose of this computer program is to allow the user to construct, train and test differenttype

The purpose of this computer program is to allow the user to construct, train and test differenttypes of artificial neural networks. By implementing the concepts of templates, inheritance andderived classes from C++ object oriented programming, the necessity for declaring multiple largestructures an ...
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人工智能/神经网络 The Netlab toolbox is designed to provide the central tools necessary for the simulation of theoreti

The Netlab toolbox is designed to provide the central tools necessary for the simulation of theoretically well founded neural network algorithms and related models for use in teaching, research and applications development. It contains many techniques which are not yet available in standard neural ...
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matlab例程 MULTIDIMENSIONAL SCALING in matlab by Mark Steyvers 1999 %needs optimization toolbox %Modified b

MULTIDIMENSIONAL SCALING in matlab by Mark Steyvers 1999 %needs optimization toolbox %Modified by Bruce Land %--Data via globals to anaylsis programs %--3D plotting with color coded groups %--Mapping of MDS space to spike train temporal profiles as described in %Aronov, et.al. "Neural codin ...
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其他 ICA介绍课件。There has been a wide discussion about the application of Independence Component Analysis (I

ICA介绍课件。There has been a wide discussion about the application of Independence Component Analysis (ICA) in Signal Processing, Neural Computation and Finance, first introduced as a novel tool to separate blind sources in a mixed signal. The Basic idea of ICA is to reconstruct from observation se ...
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