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This paper presents an attempt at building a large scale distributed composite language model that is formed by seamlessly integrating an n-gram model, a structured language model, and probabilistic l...
In Harold Pinter’s play Old Times, a husband and wife of many years reminisce about the early days of their relationship, while awaiting a visit from the wife’s best friend from that era. In these rem...
The interaction of nature and nurture in development:A parallel distributed processing perspective.
Parallel distributed processing (PDP) provides a contemporary framework for thinking about the nature and organization of perception,memory, language, and thought. In this talk I describe the overall ...
We consider how a particular set of information processing principles, developed within the parallel distributed processing (PDP) framework, can address issues concerning automaticity. These principle...
Traditional viewsof automaticityare in need of revision. For example, automaticityotten has been treated as an all-or-none phenomenon, and traditional~ e s have held that automatic processes are indep...
Parallel distributed processing:Implications for cognition and development.
In Chapter 1 and throughout this book, we describe a large number of models, each different in detail-each a variation on the parallel distributed processing (PDP) idea. These various models, and inde...
What makes people smarter than machines? They certainly are not quicker or more precise. Yet people are far better at perceiving objects in natural scenes and noting their relations, at understanding ...
Distributed Representations     Distributed  Representations       2015/6/19
Given a network of simple computing elements and some entities to be represented, the most straightforward scheme is to use one computing element for each entity. This is called a local representation...
Distributed models of cognitive processes.
Distributed memory and the representation of general and specific information.

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