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#digital_recognition_with_neuron_network

简介

这是用c++实现的神经网络(全连接,bp),并以此来识别手写数字,数据来源于MNIST。

文件简介:

  • neuron.h/cpp : 神经细胞以及细胞层类的定义与实现
  • bp_neuron_net.h/cpp : 神经网络类的定义与实现
  • data_input.h/cpp : 读取输入数据的类的定义与实现
  • neuron_utils.h/cpp : 一些工具函数或类的实现(如产生随机数,显示处理进度等)
  • main.cpp : 网络训练与手写数字识别的测试程序

相关文章

http://blog.csdn.net/xuanwolanxue/article/details/71565934

The MIT License (MIT) Copyright (c) 2017 玄道公子 Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

简介

使用神经网络来实现手写数字识别。 展开 收起
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