Connectionism coming of age: legacy and future challenges

Frontiers in Psychology

Julien Mayor¹ 

关键词: recurrent networks;    interactive processing;    probabilistic cognition;    computational modeling;    language acquisition;    language processing;    speech perception;    computational linguistics;   

DOI  :  10.3389/fpsyg.2014.00187

学科分类：心理学（综合）

来源: Frontiers

【 摘 要 】

In 1986, Rumelhart and McClelland took the cognitive science community by storm with the Parallel Distributed Processing (PDP) framework. Rather than abstracting from the biological substrate as was sought by the “information processing” paradigms of the 1970s, connectionism, as it has come to be called, embraced it. An immediate appeal of the connectionist agenda was its aim: to construct at the algorithmic level models of cognition that were compatible with their implementation in the biological substrate.

【 授权许可】

CC BY