Biological Investigations of Adaptive Networks. Neuronal Control of Conditioned Responding.

Abstract

Neurobiological investigations of adaptive neural networks were initiated using the classically conditioned nictitating membrane (NM CR) of rabbit. One experimental approach involved recording from single brain neurons from awake, behaving animals for the purpose of determining the loci and characteristics of neurons with activity correlated with the NR CR or its inhibition. A second approach involved in the use of discrete brain lesions that selectively eliminate the NM CR while at the same time sparing the basic reflex pathway. A third approach employed fiber-tracing anatomical techniques designed to clarify the interconnectivity among brain regions essential for the NM CR. These regions include discrete portions of the cerebellum and brain stem. Information from physiological studies have been incorporated into mathematical models of learning used by adaptive network researchers, and anatomical findings have guided the development of related neuronal models.

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Document Details

Document Type
Technical Report
Publication Date
May 20, 1984
Accession Number
ADA150959

Entities

People

  • J. W. Moore

Organizations

  • University of Massachusetts Amherst

Tags

Communities of Interest

  • Advanced Electronics
  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Air Force
  • Animal Structures
  • Brain
  • Brain Stem
  • Cerebellum
  • Computers
  • Information Science
  • Inhibition
  • Mathematical Models
  • Medical Personnel
  • Membranes
  • Neural Networks
  • Neurosciences
  • Psychology
  • Security
  • Universities

Fields of Study

  • Biology

Readers

  • Adaptive Control and Estimation with Uncertainty in Dynamic Systems.
  • Neuroscience

Technology Areas

  • AI & ML