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How does piriform cortex split odor identity from intensity?

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In 459 piriform neurons from 5 awake mice, which cells fire encodes odor identity, while spike timing—not rate—encodes intensity.

Source

Complementary codes for odor identity and intensity in olfactory cortex

Bolding KA, Franks KM · eLife · 2017

doi.org/10.7554/elife.22630Read the full paper ↗187 citationscc by

Study at a glance

Design
Animal / in-vitro — Large-scale silicon-probe recordings from anterior piriform cortex (and a subset of olfactory bulb) in awake, head-fixed mice during odor presentation.
N
N=5 · Five mice; 459 layer II piriform neurons from nine recordings (33–73 units/recording); 126 mitral cells in 6/9 experiments.
Population
Awake head-fixed mice smelling monomolecular odorants at varying concentrations.
Outcome
How piriform population spike identity vs timing encodes odor identity and intensity.

Structured fields used in claim comparison tables when every cited study has a complete layer.

What they did

Recorded large populations in anterior piriform layer II of awake head-fixed mice (plus some olfactory bulb mitral cells) while presenting odors, then decoded identity vs concentration from spike count, which-neurons-fired, and spike-time codes.

What they found

Knowing which neurons were activated was enough for identity; spike count added little. Rate did not track concentration. A fast, concentration-invariant population was followed by later responses whose latencies shortened at higher concentrations. Cortical inhibition sharpened bulb output. Representations were not sparse: ~7% of cells activated and 13% suppressed per odor.

The limits

What it doesn't show

Recordings are from head-fixed mice and monomolecular odors; they do not prove how humans perceive intensity, and decoding analyses do not equal a complete circuit mechanism of smell.

Key terms

Piriform cortex
Primary olfactory cortex whose layer II principal cells were recorded here.
Odor identity code
Which neurons in the ensemble are activated, largely independent of spike count or precise timing.
Odor intensity code
Temporal features of the population response, including latency that shortens at higher concentrations.
Sparse coding
A hypothesis that only a tiny fraction of neurons represent each odor; decoding here argues against a very sparse cortical code.
Concentration-invariant
Early responses that stay similar across odor concentrations and can support identity.

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Piriform dataset size was about:

Common questions

How large was the dataset?

459 layer II neurons from nine recordings in five mice.

Does firing rate encode intensity?

No systematic spike-count effect of concentration; timing does.

How many cells respond to an odor?

On average each odor activated 6.7% and suppressed 13.3% of cells.

Are most units principal cells?

About 93% were estimated to be principal neurons.

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