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Related Experiment Video

Updated: Aug 27, 2025

Orienteering as a Tool for Cognitive Research: An Implementation Guide

Orienteering as a Tool for Cognitive Research: An Implementation Guide

Published on: November 29, 2024

How to build a cognitive map.

James C R Whittington^1,2, David McCaffary³, Jacob J W Bakermans³

¹Department of Applied Physics, Stanford University, Stanford, CA, USA. jcrwhittington@gmail.com.

Nature Neuroscience

|September 26, 2022

Summary

This summary is machine-generated.

This review organizes computational models of the cognitive map, a key concept in neuroscience for understanding spatial learning and behavior. It clarifies model relationships and suggests new research directions for brain function.

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Area of Science:

Neuroscience
Computational Neuroscience
Cognitive Science

Background:

Biological systems learn environmental structures for flexible behavior and evolutionary survival.
The cognitive map is a leading metaphor for these environmental learning capacities.
Numerous computational models explain neural responses in the hippocampus and related brain areas.

Purpose of the Study:

To organize diverse computational models of the cognitive map into a clear ontology.
To reveal parallels between existing empirical findings and theoretical models.
To suggest new approaches for understanding hippocampal-cortical interactions.

Main Methods:

Systematic review and organization of existing computational models.
Ontological structuring of models based on their mechanisms and predictions.
Analysis of model-data relationships and implications for neuroscience.

Main Results:

An ontology classifying cognitive map models was developed.
Parallels between empirical data and model predictions were identified.
The ontology highlights areas for future research in neural representations of space.

Conclusions:

Organizing cognitive map models facilitates understanding their differences and contributions.
The proposed ontology provides a framework for integrating diverse neuroscience findings.
This work offers new perspectives on hippocampal-cortical interactions and spatial cognition.