Collective Computation of Neural Network

Abstract

Computational neuroscience is a new branch of neuroscience originating from current research on the theory of computer vision. The goal of the branch is to find a new interdisciplinary approach to dealing with information processing in the brain. The research involves scientists working in artificial intelligence engineering and neuroscience. The paper introduces the collective computational properties of model neural networks, mainly in a theoretical framework of the study of neural network computational properties advanced by Hopfield and its application to vision research. On this basis, the authors analyzed the significance of the Hopfield model. Key phrases: Computational neuroscience, Neural network, Model circuit, Dynamics of neural network; Chinese translations.

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Document Details

Document Type
Technical Report
Publication Date
Mar 15, 1990
Accession Number
ADA221848

Entities

People

  • Guozheng Yao
  • Yunjiu Wang

Organizations

  • National Air and Space Intelligence Center

Tags

Communities of Interest

  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Algorithms
  • Artificial Intelligence
  • Cells
  • Computational Neuroscience
  • Computational Science
  • Computations
  • Computer Science
  • Computer Vision
  • Computers
  • Content Addressable Memory
  • Differential Equations
  • Equations
  • Mathematical Models
  • Neurons
  • Neurosciences
  • Simulations
  • Systems Science

Readers

  • Computational Modeling and Simulation
  • Defense Technology Research and Development.
  • Vision Science/Vision Psychology/Cognitive Neuroscience.

Technology Areas

  • AI & ML
  • AI & ML - Neural Networks