A Biological Neural Network Analysis of Learning and Memory

Abstract

The basic goal of our research program is to localize and analyze processes and mechanisms of memory formation, storage and retrieval in the mammalian brain. We focus on associative learning and memory of elementary adaptive; skilled movements, using classical conditioning of discrete movement (e.g., eyeblink, limb flexion). In this contract period we have developed extensive evidence for the following: (1) using a tone conditioned stimulus (CS) , the CS pathway involves the pontine nuclei and their mossy fiber projections to the cerebellum, (2) the unconditioned stimulus (US) reinforcing pathway involves the dorsal accessory olive and its climbing fiber projections to the cerebellum, (3) the CR pathway projects from the interpositus nucleus of the cerebellum to the red nucleus, (4) the memory trace appears to be formed in the cerebellum. Our computational/mathematical work involves a neural network model of the cerebellum and its associated brain stem circuitry, constrained by the biological properties of this neural system, and is increasingly successful in accounting for the properties of learning and memory of skilled movements.

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Document Details

Document Type
Technical Report
Publication Date
Oct 09, 1991
Accession Number
ADA241837

Entities

People

  • Richard F. Thompson

Organizations

  • University of Southern California

Tags

Communities of Interest

  • Materials and Manufacturing Processes

DTIC Thesaurus Topics

  • Brain
  • Brain Stem
  • Cerebellum
  • Climbing
  • Diseases And Disorders
  • Geography
  • Military Research
  • Motor Skills
  • Neural Networks
  • Neurosciences
  • New Jersey
  • New York
  • Psychology
  • Signal Processing
  • Universities

Fields of Study

  • Biology
  • Psychology

Readers

  • Neuroscience
  • Theoretical Analysis.

Technology Areas

  • AI & ML