A Novel Approach to Large Scale Brain Network Models: An Algorithmic Model for Place Cell Emergence With Robotic Sensor Input

Abstract

The hippocampus is a region of the brain used in spatial navigation. This report describes the current status of a project that has the objective of using a computational model of the hippocampus to design more robust navigation procedures for autonomous systems operating in natural environments. The report includes an overview of the problem, a synopsis of prior work in this effort, items accomplished in the work period, publications and summary conclusions. The primary item addressed in this work period was the development of a biophysically realistic computational model of a hippocampal pyramidal cell, the primary information processing unit of the hippocampus.

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Document Details

Document Type
Technical Report
Publication Date
Jun 16, 2004
Accession Number
ADA425321

Entities

People

  • James Olds
  • Joel L. Davis
  • John L. Baker

Organizations

  • George Mason University

Tags

Communities of Interest

  • Autonomy
  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Anatomy
  • Autonomous Systems
  • Brain
  • Differential Equations
  • Engineering
  • Environment
  • Hippocampus
  • Information Processing
  • Navigation
  • Pattern Recognition
  • Plastic Properties
  • Self Organizing Systems
  • Simulations
  • Software Development
  • Supervised Machine Learning
  • Systems Biology

Fields of Study

  • Biology

Readers

  • Distributed Systems and Data Platform Development
  • Neuroscience
  • Technical Research and Report Writing.

Technology Areas

  • AI & ML
  • AI & ML - Autonomous Systems
  • Autonomy
  • Biotechnology