منابع مشابه
Connectionist inference models
The performance of symbolic inference tasks has long been a challenge to connectionists. In this paper, we present an extended survey of this area. Existing connectionist inference systems are reviewed, with particular reference to how they perform variable binding and rule-based reasoning and whether they involve distributed or localist representations. The benefits and disadvantages of differ...
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In this paper, we will try to shed light on the usefulness of neural networks by describing an application which combines connectionism and ruled-based systems. In the present fuzzy ruled production systems, propagation of uncertainty coefficients is carried out by means of computational formulae stemming from mathematical models of fuzzy reasoning. But the use of a formula provided by a genera...
متن کاملConnectionist Inference Systems
This paper presents a survey of connectionist inference systems. 1 Motivation In almost all situations of our life we make decisions based on huge amounts of knowledge, which is often vage, incomplete, or even inconsistent. We have gathered the knowledge as well as the decision procedures in a long process of education and experience. In fact, the learning process never stops throughout our lif...
متن کاملSpatial Reasoning and Connectionist Inference
The system presented in this paper is based on ideas taken from Automated Reasoning and Connectionism. The connectionist inference system Chcl is applied to solve the question whether a given sentence correctly describes the spatial relations of objects shown in a visual scene. The sentence is posed in relational form to a set of rules deening spatial relations among objects and a set of facts ...
متن کاملConnectionist Models
Connectionist models, also known as Parallel Distributed Processing (PDP) models, are a class of computational models often used to model aspects of human perception, cognition, and behaviour, the learning processes underlying such behaviour, and the storage and retrieval of information from memory. The approach embodies a particular perspective in cognitive science, one that is based on the id...
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ژورنال
عنوان ژورنال: Neural Networks
سال: 2001
ISSN: 0893-6080
DOI: 10.1016/s0893-6080(01)00109-5