Fast readout of object identity from macaque inferior temporal cortex

TitleFast readout of object identity from macaque inferior temporal cortex
Publication TypeJournal Article
Year of Publication2005
AuthorsHung CP, Kreiman G, Poggio T, DiCarlo JJ
JournalScience {(New} York, {N.Y.)}
Volume310
Pagination863–866
Date Publishednov
ISSN1095-9203
KeywordsAction Potentials, Animals, Brain Mapping, Macaca mulatta, Neurons, Psychomotor Performance, Recognition {(Psychology), Time Factors, Visual Perception, } Temporal Lobe
Abstract

Understanding the brain computations leading to object recognition requires quantitative characterization of the information represented in inferior temporal {(IT)} cortex. We used a biologically plausible, classifier-based readout technique to investigate the neural coding of selectivity and invariance at the {IT} population level. The activity of small neuronal populations (approximately 100 randomly selected cells) over very short time intervals (as small as 12.5 milliseconds) contained unexpectedly accurate and robust information about both object "identity" and "category." This information generalized over a range of object positions and scales, even for novel objects. Coarse information about position and scale could also be read out from the same population.

URLhttp://dicarlolab.mit.edu/sites/dicarlolab.mit.edu/files/pubs/hung%20et%20al%202005.pdf
DOI10.1126/science.1117593
Refereed DesignationRefereed

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