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Cued FreezingFree in-browser calculator

Fear Conditioning Analyzer.

Analyze cued freezing, contextual freezing, and conditioning-minus-neutral generalisation from animal-level fear conditioning scores.

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Validated2026-04-30
CitableMethods and citation included

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AnimalGrouppre_CS_%CS_%post_CS_%shock_mA

Cued freezing summary

CS minus pre-CS freezing

Animal deltas

M1 (vehicle)56.0%
M2 (vehicle)50.0%
M3 (drug)31.0%

When to use

  • Compute cued freezing as CS percent minus pre-CS baseline percent
  • Summarize contextual freezing in the conditioning context
  • Estimate context generalisation from conditioning and neutral contexts
  • Compare treatment or genotype groups with mean and SEM charts
  • Export animal-level cued and contextual summaries

Do not use for

  • Velocity-trace freezing detection from raw video or tracker output
  • Extinction curves with repeated CS bins across sessions
  • Fear-potentiated startle, which uses startle amplitude rather than freezing

High pre-CS freezing changes the cued interpretation

If baseline freezing is already high before the tone, the CS minus pre-CS score can be small even when total CS freezing is high.

Context B needs strong sensory separation

Neutral context freezing should be low. Change odor, floor texture, wall pattern, lighting, and chamber shape when possible.

Raw contextual freezing and generalisation answer different questions

Conditioning-context freezing measures fear memory strength. Generalisation compares that response against freezing in a neutral context.

Resources

  • Tone duration and frequency documented
  • Shock magnitude and duration documented
  • Pairing count fixed before analysis
  • Pre-CS baseline reviewed before cued scoring
  • Context A and context B differences documented
  • Locomotor or sedation confounds checked
  • Freezing detection threshold validated
1

Method

Cued freezing equals mean CS freezing percent minus mean pre-CS freezing percent. Contextual freezing is the conditioning-context freezing percent. Generalisation equals conditioning-context freezing percent minus neutral-context freezing percent. Group SEM uses sample standard deviation divided by square root of n.

2

Validated

Last validated 2026-04-30. Calculations are designed for planning and documentation support; verify procurement decisions against manufacturer specifications or institutional SOPs.

3

How to cite

How to Cite

ConductScience Fear Conditioning Analyzer (v1.0). ConductScience, Inc. 2026. Available at: https://conductscience.com/tools/fear-conditioning-analyzer

This tool computes descriptive statistics from user-entered freezing percentages. It does not score raw video, define welfare parameters, or replace protocol-specific statistical analysis.

What Is Fear Conditioning?

Fear conditioning is a Pavlovian learning paradigm in which a neutral cue or context becomes associated with an aversive event. In rodent studies, the unconditioned stimulus is usually a brief mild foot shock, and the behavioral readout is percent time freezing.

A complete analysis usually separates cued fear from contextual fear. Cued freezing asks whether the animal freezes more during the tone than before the tone. Contextual freezing asks whether the animal freezes in the conditioning chamber when no tone or shock is presented.

Metrics and Math

Cued freezing is computed as CS freezing percent minus pre-CS baseline freezing percent. Contextual freezing is reported as the raw percent freezing in the conditioning context. Generalisation index is conditioning-context freezing percent minus neutral-context freezing percent.

Group charts summarize animal-level values as mean +/- SEM. The tool does not run hypothesis tests because factorial designs, repeated CS trials, sex, drug dose, and batch effects usually need a planned statistical model.

Best Practices

Report tone duration, shock intensity, shock duration, pairing count, inter-trial intervals, context A and context B differences, and freezing detection criteria. Keep baseline freezing low in the cued test by making the neutral context truly distinct.

Review locomotor activity if a treatment changes freezing. Drugs that reduce movement can inflate apparent freezing even when associative fear learning is unchanged.

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