Grant Number: 5R01EY014970-03
Project Title: Visual object processing in the inferotemporal
cortex
PI Information: JAMES J. DICARLO,
dicarlo@mit.edu
Abstract: DESCRIPTION (provided by applicant):
Visual object recognition is central to our behavior, and knowledge of
the underlying brain mechanisms is critical to understanding human
visual perception and memory. The key problem is creation of selectivity
for object identity that tolerates changes in an object's retinal image,
such as changes in position and size. The primate brain appears to
construct this selectivity in the ventral visual stream because neuronal
responses in the highest area of that stream--the anterior
inferotemporal cortex (AIT)--show shape selectivity that can tolerate
position and size changes. Yet, we do not understand these key neuronal
properties--reports of AIT tolerance are limited and inconsistent, and
recent studies show that it can be very restricted. Thus, the goals of
this proposal are an understanding of key factors likely to determine
AIT position and size tolerance, and to determine if AIT tolerance can
explain behavioral tolerance. Our first aim is to systematically
determine the position and size tolerance of AIT neuronal shape
selectivity for a range of object sets and object training histories. We
will establish the relationship of selectivity and AIT position and size
tolerance, the interaction of AIT position and size tolerance, and the
effect of object-specific training on these relationships. These data
will establish neuronal tolerance at the highest level of the primate
visual system and provide a much-needed foundation for further study.
The mechanisms that might underlie position and size tolerance fall into
two broad classes: (1) automatic generalization; and (2) tolerance
learned by experiencing objects across changes in position and size. Our
second aim is to determine if position- or size-specific object
experience have substantial effects on the position or size tolerance of
AIT shape selectivity. Because this has not been examined, any result
would be extremely informative in constraining mechanisms and guiding
future studies.
Although it is thought that AIT tolerance underlies behavioral
tolerance, this has not been systematically examined. Our third aim is
to determine if the position and size tolerance of object identification
can be explained by the tolerance of AIT neuronal shape selectivity.
This is a vital to understanding the link between high-level, ventral
stream neuronal responses and visual object identification.
Thesaurus Terms:
brain mapping, cerebral cortex, neural information processing, visual
perception
behavioral habituation /sensitization, conditioning, experience, neuron,
size perception, space perception, visual threshold
Macaca mulatta, behavior test, behavioral /social science research tag,
single cell analysis
Institution: MASSACHUSETTS INSTITUTE OF TECHNOLOGY
77 MASSACHUSETTS AVE
CAMBRIDGE, MA 02139
Fiscal Year: 2006
Department: NONE
Project Start: 01-APR-2004
Project End: 31-MAR-2009
ICD: NATIONAL EYE INSTITUTE
IRG: CVP
The Journal of Neuroscience, September 7, 2005, 25(36):8150-8164
Multiple Object Response Normalization in Monkey
Inferotemporal Cortex
Davide Zoccolan,1,2,3 * David D. Cox,1,2
* and James J. DiCarlo1,2
1McGovern Institute for Brain Research,
2Department of Brain and Cognitive
Sciences, and 3Center for Biological
and Computational Learning, Massachusetts Institute of Technology,
Cambridge, Massachusetts 02139
Animals and surgery
Experiments were performed on three male rhesus monkeys (Macaca mulatta)
weighing 8, 9.5, and 10 kg. Before behavioral training, aseptic surgery
was performed to attach a head post to the skull of each monkey and to
implant a scleral search coil in the right eye of monkeys 1 and 2. After
2–5 months of behavioral training (below), a second surgery was
performed to place a recording chamber (18 mm diameter) to reach the
anterior half of the left temporal lobe (chamber Horsley-Clark center,
15 mm anterior). All animal procedures were performed in accord with
National Institute of Health guidelines and the Massachusetts Institute
of Technology Committee on Animal Care.
Eye position monitoring
Horizontal and vertical eye positions were monitored using the scleral
search coil (monkeys 1 and 2) or a 250 Hz camera-based system (monkey 3;
EyeLink II; SR Research, Osgode, Ontario, Canada). Each channel was
digitally sampled at 1 kHz. Methods for detecting saccades and
calibrating retinal locations with monitor locations are described in
detail previously (DiCarlo and Maunsell, 2000 ).
Behavioral task and training
All three monkeys were trained to fixate a central point (0.2 x 0.2°)
for several seconds while a series of visual stimuli were presented in
rapid succession (rapid, passive viewing paradigm). In particular,
stimulus conditions were presented in a random sequence in which each
stimulus condition was on for 100 ms, followed by 100 ms of a gray
screen (no stimulus), followed by another stimulus conditions for 100
ms, etc. (see Fig. 1 E). That is, stimulus conditions were presented at
a rate of five per second. At this presentation rate, IT neurons show
robust object selectivity (Keysers et al., 2001 ), and this rate is
consistent with that produced spontaneously by free-viewing monkey (DiCarlo
and Maunsell, 2000 ). Single, pair, and triplet object conditions were
pseudorandomly interleaved (see schematic in Fig. 1 E). The screen
background was always kept at a constant gray. The total number of
stimulus conditions presented on each fixation trial ranged from 3 to
20, and the monkey was rewarded for maintaining fixation throughout the
trial (±0.5° fixation window in monkeys 1 and 2; ±1.5° fixation window
in monkey 3). Failures to maintain fixation throughout the trial
resulted in the trial being aborted, and all stimulus conditions in that
trial were re-presented.
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