Multiplicative computation in a visual neuron sensitive to looming.

Abstract:

:Multiplicative operations are important in sensory processing, but their biophysical implementation remains largely unknown. We investigated an identified neuron (the lobula giant movement detector, LGMD, of locusts) whose output firing rate in response to looming visual stimuli has been described by two models, one of which involves a multiplication. In this model, the LGMD multiplies postsynaptically two inputs (one excitatory, one inhibitory) that converge onto its dendritic tree; in the other model, inhibition is presynaptic to the LGMD. By using selective activation and inactivation of pre- and postsynaptic inhibition, we show that postsynaptic inhibition has a predominant role, suggesting that multiplication is implemented within the neuron itself. Our pharmacological experiments and measurements of firing rate versus membrane potential also reveal that sodium channels act both to advance the response of the LGMD in time and to map membrane potential to firing rate in a nearly exponential manner. These results are consistent with an implementation of multiplication based on dendritic subtraction of two converging inputs encoded logarithmically, followed by exponentiation through active membrane conductances.

journal_name

Nature

journal_title

Nature

authors

Gabbiani F,Krapp HG,Koch C,Laurent G

doi

10.1038/nature01190

keywords:

subject

Has Abstract

pub_date

2002-11-21 00:00:00

pages

320-4

issue

6913

eissn

0028-0836

issn

1476-4687

pii

nature01190

journal_volume

420

pub_type

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