Neural Networks Using C# Succinctly

Neural Networks Using C# Succinctly

简介:

神经网络是一个令人兴奋的软件开发领域,用于计算输入数据的输出。虽然这个想法看起来很简单,但这种网络的含义是惊人的 -- 想想光学字符识别、语音识别和回归分析。

通过James McCaffrey简洁地使用C # 的神经网络,您将学习如何创建自己的神经网络来解决分类问题,或者结果只能是几个值之一的问题。了解编码和归一化数据、激活函数以及如何选择正确的激活函数,以及最终如何训练神经网络以找到提供准确预测的权重和偏置值。

英文简介:

Neural networks are an exciting field of software development used to calculate outputs from input data. While the idea seems simple enough, the implications of such networks are staggering - think optical character recognition, speech recognition, and regression analysis.

With Neural Networks Using C# Succinctly by James McCaffrey, you'll learn how to create your own neural network to solve classification problems, or problems where the outcomes can only be one of several values. Learn about encoding and normalizing data, activation functions and how to choose the right one, and ultimately how to train a neural network to find weights and bias values that provide accurate predictions.

书名
Neural Networks Using C# Succinctly
译名
简洁使用 C# 的神经网络
语言
英语
年份
2014
页数
130页
大小
16.02 MB
标签
  • 简明教程
  • C#
  • 下载
    pdf iconNeural Networks Using C# Succinctly.pdf
    密码
    65536

    最后更新:2025-04-12 23:57:36

    ←Neural Networks with JavaScript Succinctly

    →Fundamental Engineering Optimization Methods