Representational capacity of face coding in monkeys

Abbott, L.F. and Rolls, E.T. and Tovee, Martin (1996) Representational capacity of face coding in monkeys. Cerebral Cortex, 6 (3). pp. 498-505. ISSN 10473211

Full content URL: https://www.scopus.com/inward/record.uri?eid=2-s2....

Documents
Representational_Capacity_of_Face_Coding_in_Monkey.pdf

Request a copy
[img] PDF
Representational_Capacity_of_Face_Coding_in_Monkey.pdf - Whole Document
Restricted to Repository staff only

352kB
Item Type:Article
Item Status:Live Archive

Abstract

We examine the distributed nature of the neural code for faces represented by the firing of visual neurons in the superior temporal sulcus of monkeys. Bath information theory and neural decoding techniques are applied to determine how the capacity to represent faces depends on the number of coding neurons. Using a combination of experimental data and Monte Carlo simulations, we show that the information grows linearly and the capacity to encode stimuli grows exponentially with the number of neurons. By decoding firing rates, we determine that the responses of the 14 recorded neurons can distinguish between 20 face stimuli with approximately 80 accuracy. In general, we find that N neurons of this type can encode approximately 3(2(0.4N)) different faces with 56 discrimination accuracy. These results indicate that the neural code for faces is highly distributed and capable of accurately representing large numbers of stimuli.

Additional Information:cited By 70 The final published version of this article can be accessed online at https://academic.oup.com/cercor/article/6/3/498/385559
Keywords:rhesus monkey, temporal cortex, visual cortex, Face, Information Theory, Macaca mulatta, Temporal Lobe, JCCLuster
Subjects:C Biological Sciences > C830 Experimental Psychology
C Biological Sciences > C800 Psychology
C Biological Sciences > C850 Cognitive Psychology
Divisions:College of Social Science > School of Psychology
ID Code:24528
Deposited On:13 Sep 2018 13:00

Repository Staff Only: item control page