Principles of Artificial Neural Networks

Principles of Artificial Neural Networks pdf epub mobi txt 电子书 下载 2025

出版者:World Scientific Pub Co Inc
作者:Graupe, Daniel
出品人:
页数:320
译者:
出版时间:
价格:$ 88.14
装帧:HRD
isbn号码:9789812706249
丛书系列:
图书标签:
  • 人工智能
  • 神经网络
  • 机器学习
  • 深度学习
  • 模式识别
  • 计算神经科学
  • 算法
  • 数学建模
  • 数据挖掘
  • 生物启发算法
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具体描述

The book should serve as a text for a university graduate course or for an advanced undergraduate course on neural networks in engineering and computer science departments. It should also serve as a self-study course for engineers and computer scientists in the industry. Covering major neural network approaches and architectures with the theories, this text presents detailed case studies for each of the approaches, accompanied with complete computer codes and the corresponding computed results. The case studies are designed to allow easy comparison of network performance to illustrate strengths and weaknesses of the different networks.

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