ANNIE:用于实证研究和应用原型的模拟神经网络

Wendy L. Huxhold, T. Henson, J. D. Bowman
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引用次数: 2

摘要

提供了神经网络理论和应用的背景信息,并定义了作者开发的模拟神经网络包ANNIE(人工神经网络集成环境)的作用,以便通过实证调查支持他们的理论研究和原型应用。然后讨论ANNIE的开发,包括对用户环境和验证过程的描述。最后,他们介绍了他们在通信系统信号检测和机器人机械手控制领域的应用原型活动的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
ANNIE: a simulated neural network for empirical studies and application prototyping
Provides background information on the theory and applications of neural networks, and define the role of a simulated neural network package ANNIE (Artificial Neural Network Integrated Environment) which the authors developed in order to support their theoretical studies with empirical investigations and to prototype applications. Then they discuss the development of ANNIE, including a description of the user environment and the validation procedure. Finally, they present results of their application prototyping activities in the areas of communication system signal detection and robot manipulator control.<>
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