Synergistic Coding of Visual Information in Columnar Networks.

Abstract:

:Incoming stimuli are encoded collectively by populations of cortical neurons, which transmit information by using a neural code thought to be predominantly redundant. Redundant coding is widely believed to reflect a design choice whereby neurons with overlapping receptive fields sample environmental stimuli to convey similar information. Here, we performed multi-electrode laminar recordings in awake monkey V1 to report significant synergistic interactions between nearby neurons within a cortical column. These interactions are clustered non-randomly across cortical layers to form synergy and redundancy hubs. Homogeneous sub-populations comprising synergy hubs decode stimulus information significantly better compared to redundancy hubs or heterogeneous sub-populations. Mechanistically, synergistic interactions emerge from the stimulus dependence of correlated activity between neurons. Our findings suggest a refinement of the prevailing ideas regarding coding schemes in sensory cortex: columnar populations can efficiently encode information due to synergistic interactions even when receptive fields overlap and shared noise between cells is high.

journal_name

Neuron

journal_title

Neuron

authors

Nigam S,Pojoga S,Dragoi V

doi

10.1016/j.neuron.2019.07.006

subject

Has Abstract

pub_date

2019-10-23 00:00:00

pages

402-411.e4

issue

2

eissn

0896-6273

issn

1097-4199

pii

S0896-6273(19)30632-4

journal_volume

104

pub_type

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