Superposition models of the discharge patterns of units in the lower auditory system.

Abstract:

:Superposition of point processes has often been suggested as an abstract model for the generation of neural discharge patterns due to its simplicity (input spike trains are simply merged and then retransmitted by the model neuron). The properties of the superposition of two renewal processes are examined in relation to the properties of its components. A satisfactory condition is found so that the superposition of two renewal processes possesses negative serial dependence of intervent intervals. However, the imposition of a dead time of approximately the same duration as that of the components on their superposition process is shown to remove much of this dependence. Thus, the adequacy of the simple superposition of renewal processes as a model for discharge patterns from regions that are typified by negative serial dependence (such as the lateral superior olive) may be limited, but may suffice for the discharges of primary-like units.

journal_name

Hear Res

journal_title

Hearing research

authors

Linebarger DA,Johnson DH

doi

10.1016/0378-5955(86)90015-8

subject

Has Abstract

pub_date

1986-01-01 00:00:00

pages

185-98

issue

2

eissn

0378-5955

issn

1878-5891

pii

0378-5955(86)90015-8

journal_volume

23

pub_type

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