Some neural networks compute, others don't

被引：22

作者：

Piccinini, Gualtiero ^{[1
]}

机构：

[1] Univ Missouri, Dept Philosophy, St Louis, MO 63121 USA

来源：

NEURAL NETWORKS | 2008年 / 21卷 / 2-3期

关键词：

connectionism; neural network; computation; mechanism; cognition; brain;

D O I：

10.1016/j.neunet.2007.12.010

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

I address whether neural networks perform computations in the sense Of Computability theory and computer science. I explicate and defend the following theses. (1) Many neural networks compute-they perform computations. (2) Some neural networks compute in a classical way. Ordinary digital computers, which are very large networks of logic gates, belong in this class of neural networks. (3) Other neural networks compute hi a non-classical way. (4) Yet other neural networks do not perform computations. Brains may well fall into this last class. (c) 2008 Elsevier Ltd. All rights reserved.

引用

页码：311 / 321

页数：11

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