Format

Send to

Choose Destination
Neuron. 2000 Jun;26(3):695-702.

Adaptive rescaling maximizes information transmission.

Author information

1
NEC Research Institute, Princeton, New Jersey 08540, USA.

Abstract

Adaptation is a widespread phenomenon in nervous systems, providing flexibility to function under varying external conditions. Here, we relate an adaptive property of a sensory system directly to its function as a carrier of information about input signals. We show that the input/output relation of a sensory system in a dynamic environment changes with the statistical properties of the environment. Specifically, when the dynamic range of inputs changes, the input/output relation rescales so as to match the dynamic range of responses to that of the inputs. We give direct evidence that the scaling of the input/output relation is set to maximize information transmission for each distribution of signals. This adaptive behavior should be particularly useful in dealing with the intermittent statistics of natural signals.

PMID:
10896164
DOI:
10.1016/s0896-6273(00)81205-2
[Indexed for MEDLINE]
Free full text

Supplemental Content

Full text links

Icon for Elsevier Science
Loading ...
Support Center