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1.算法理论概述我们将介绍CNN卷积神经网络的基本原理和数学模型，并解释其在图像分类中的优势。然后，我们将详细介绍如何使用matlab实现CNN卷积神经网络，并在mnist数据库上进行测试。 1.1、CNN卷积神经网络的基本原理 CNN卷积神经网络是一种广泛应用于图像处理和计算机视觉领域的人工神经...

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1.算法仿真效果matlab2022a仿真结果如下：2.算法涉及理论知识概要人工智能的应用中，语音识别在今年来取得显著进步，不管是英文、中文或者其他语种，机器的语音识别准确率在不断上升。其中，语音听写技术的发展最为迅速，目前已广泛在语音输入、语音搜索、语音助手等产品中得到应用并日臻成熟。但是，语音...

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基于CNN卷积神经网络的minst数据库手写字识别matlab仿真

1.算法描述深度学习(DL, Deep Learning)是机器学习(ML, Machine Learning)领域中一个新的研究方向，它被引入机器学习使其更接近于最初的目标——人工智能(AI, Artificial Intelligence)。深度学习是学习样本数据的内在规律和表示层次，这些学习过...

基于步态能量图和CNN卷积神经网络的人体步态识别matlab仿真

1.算法描述步态能量图（Gait Engery Image, GEI）是步态检测中最非常常用的特征，提取方法简单，也能很好的表现步态的速度，形态等特征。其定义如下：步态周期的判断使用步态剪影的宽、高之比即可，这个值比较容易而且随步态状态呈现周期性变化。卷积神经网络(Convolutional ...

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