From Simple Associations to Systematic Reasoning: A Connectionist Representation of Rules, Variables and Dynamic Bindings Using Temporal Synchrony

by: Lokendra Shastri, Venkat Ajjanagadde

Behavioral and Brain Sciences, Vol. 16 (1993), pp. 417-494.

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Abstract

: Human agents draw a variety of inferences effortlessly, spontaneously, and with remarkable efficiency --- as though these inferences are a reflex response of their cognitive apparatus. Furthermore, these inferences are drawn with reference to a large body of background knowledge. This remarkable human ability seems paradoxical given the results about the complexity of reasoning reported by researchers in artificial intelligence. It also poses a challenge for cognitive science and...

@article{citeulike:962134, abstract = {: Human agents draw a variety of inferences effortlessly, spontaneously, and with remarkable efficiency --- as though these inferences are a reflex response of their cognitive apparatus. Furthermore, these inferences are drawn with reference to a large body of background knowledge. This remarkable human ability seems paradoxical given the results about the complexity of reasoning reported by researchers in artificial intelligence. It also poses a challenge for cognitive science and...}, author = {Shastri, Lokendra and Ajjanagadde, Venkat }, citeulike-article-id = {962134}, journal = {Behavioral and Brain Sciences}, keywords = {connectionism, shruti}, pages = {417--494}, posted-at = {2008-01-21 21:52:42}, priority = {3}, title = {From Simple Associations to Systematic Reasoning: A Connectionist Representation of Rules, Variables and Dynamic Bindings Using Temporal Synchrony}, url = {http://citeseer.ist.psu.edu/shastri93from.html}, volume = {16}, year = {1993} }

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TY - JOUR ID - citeulike:962134 L3 - citeulike-article-id:962134 TI - From Simple Associations to Systematic Reasoning: A Connectionist Representation of Rules, Variables and Dynamic Bindings Using Temporal Synchrony JF - Behavioral and Brain Sciences VL - 16 SP - 417 EP - 494 N2 - : Human agents draw a variety of inferences effortlessly, spontaneously, and with remarkable efficiency --- as though these inferences are a reflex response of their cognitive apparatus. Furthermore, these inferences are drawn with reference to a large body of background knowledge. This remarkable human ability seems paradoxical given the results about the complexity of reasoning reported by researchers in artificial intelligence. It also poses a challenge for cognitive science and... KW - connectionism KW - shruti AU - Shastri, Lokendra AU - Ajjanagadde, Venkat PY - 1993/// UR - http://citeseer.ist.psu.edu/shastri93from.html ER -

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