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生物神经网络仿真的方法和工具

张百达

计算机工程与科学2012,Vol.34Issue(1):137-142,6.
计算机工程与科学2012,Vol.34Issue(1):137-142,6.DOI:10.3969/j.issn.1007-130X.2012.01.024

生物神经网络仿真的方法和工具

Methods and Tools for the Simulation of Neural Networks

张百达1

作者信息

  • 1. 并行与分布处理国防科技重点实验室,湖南长沙410073
  • 折叠

摘要

Abstract

As the most important part of human, brain is very complex. Because of the advantage to treat the disease of brain and understand the intelligence of humans, a new subject has emerged, I. E. The simulation of neural networks, which is a field that is very different to the traditional neural network algorithms. It is an interdisciplinary of informatics, biology, computer science and simulation. In this paper, the principle of the simulation of neural networks is introduced; open source toolboxes and relative projects are listed for the purpose to facilitate the user to choose suitable tools for his modeling work. The complexity is computed and the future of parallel simulation of neural networks is discussed based on the Tianhel-A supercomputer.

关键词

仿真/神经网络/计算复杂性

Key words

simulation/ neural networks/ computing complexity

分类

生物科学

引用本文复制引用

张百达..生物神经网络仿真的方法和工具[J].计算机工程与科学,2012,34(1):137-142,6.

基金项目

国家自然科学基金资助项目(61003082,60873014) (61003082,60873014)

计算机工程与科学

OA北大核心CSCDCSTPCD

1007-130X

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