Interactive Activation Models of Perception and Comprehension.

Abstract

The objective of this research is to construct a computationally sufficient, biologically plausible, and behaviorally adequate account of human information processing skills in visual and auditory language processing. We have the following specific research goals for our contract: (1) To implement a model of reading printed text through a series of fixations. The model is intended to account for the integration of visual information over successive fixations, and the interaction of visual and contextual information in reading. (2) To implement a new version of our model of speech perception (TRACE), using programmable connections to allow the model to tune itself, in the course of processing, to changes in global parameters such as rate. This new model (which we will call the Programmable TRACE) is intended to account for human sensitivity to global as well as local contextual influences on the speech signal while retaining all the virtures of the present version of TRACE. (3) To begin work on the development of simulation models designed to capture aspects of interactions between lexical, syntactic, and semantic constraints on the construction of syntactic and functional representations of sentences.

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Document Details

Document Type
Technical Report
Publication Date
Oct 01, 1985
Accession Number
ADA161362

Entities

People

  • James McClelland
  • Jeffrey L. Elman

Organizations

  • University of California, San Diego

Tags

Communities of Interest

  • Human Systems

DTIC Thesaurus Topics

  • Automated Speech Recognition
  • Cognitive Science
  • Computer Simulations
  • Computers
  • Contracts
  • Data Displays
  • Feedback
  • Identification
  • Information Processing
  • Parallel Computing
  • Parallel Processing
  • Perception
  • Psychology
  • Recognition
  • Simulations
  • Visual Perception
  • Word Recognition

Readers

  • Artificial Intelligence
  • Speech Processing/Speech Recognition.
  • Vision Science/Vision Psychology/Cognitive Neuroscience.