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Language processing: an introduction
Connectionist Natural
- 01 Jan 1992
1
About: The article was published on 01 Jan 1992. and is currently open access. The article focuses on the topics: Universal Networking Language & Language technology.
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Citations
•Dissertation
A modular, open-source information extraction framework for identifying clinical concepts and processes of care in clinical narratives
Phil Gooch
- 01 Dec 2012
TL;DR: This thesis demonstrates how process-oriented systems that provide decision support for longitudinal processes of care make use of a knowledge base derived from workflow models and clinical guidelines, and argues that one of the major barriers to implementation is the need to extract explicit and implicit information from diverse resources in order to construct the knowledge base.
6
References
Connectionism and cognitive architecture: a critical analysis
Jerry A. Fodor,Zenon W. Pylyshyn +1 more
TL;DR: Differences between Connectionist proposals for cognitive architecture and the sorts of models that have traditionally been assumed in cognitive science are explored and the possibility that Connectionism may provide an account of the neural structures in which Classical cognitive architecture is implemented is considered.
3.9K
On the proper treatment of connectionism
TL;DR: In this article, a set of hypotheses is formulated for a connectionist approach to cognitive modeling, and these hypotheses are shown to be incompatible with the hypotheses underlying traditional cognitive models, which are considered are massively parallel numerical computational systems that are a kind of continuous dynamical system.
2.1K
Tensor product variable binding and the representation of symbolic structures in connectionist systems
TL;DR: The tensor product representation rests on a principled analysis of structure; it saturates gracefully as larger structures are represented; it permits recursive construction of complex representations from simpler ones; it extends naturally to continuous structures and continuous representational patterns.
1K
Recursive distributed representations
TL;DR: This paper presents a connectionist architecture which automatically develops compact distributed representations for variable-sized recursive data structures, as well as efficient accessing mechanisms for them.
970
Compositionality: A Connectionist Variation on a Classical Theme
TL;DR: In this paper, the authors show that Connectionist representations can be compositional without being classical, and further, that Fodor and Pylyshyn's supposedly conclusive arguments in favor of the classical approach do not in fact support that approach over the Connectionist alternative.
395
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