Controlling for interstimulus perceptual variance
abolishes N170 face selectivity
Guillaume Thierry
1
, Clara D Martin
1,2
, Paul Downing
1
& Alan J Pegna
3
Establishing when and how the human brain differentiates between object categories is key to understanding visual cognition.
Event-related potential (ERP) investigations have led to the consensus that faces selectively elicit a negative wave peaking
170 ms after presentation, the ‘N170’. In such experiments, however, faces are nearly always presented from a full front view,
whereas other stimuli are more perceptually variable, leading to uncontrolled interstimulus perceptual variance (ISPV). Here, we
compared ERPs elicited by faces, cars and butterflies while—for the first time—controlling ISPV (low or high). Surprisingly, the
N170 was sensitive, not to object category, but to ISPV. In addition, we found category effects independent of ISPV 70 ms earlier
than has been generally reported. These results demonstrate early ERP category effects in the visual domain, call into question
the face selectivity of the N170 and establish ISPV as a critical factor to control in experiments relying on multitrial averaging.
In the study of human cognition, one major endeavor is to identify the
functional dissociations that reveal how the brain organizes conceptual
knowledge. For instance, cognitive neuroscientists have attempted to
characterize the neural substrates involved in categorizing objects in the
environment. In pursuit of this goal, numerous ERP and, more
recently, magnetoencephalography (MEG) studies have investigated
the time course of category effects in visual object recognition. These
have led to the observation that a specific electrical response systema-
tically occurs for faces at a latency of 170 ms after stimulus onset, which
is characterized by a vertex positive and bilateral temporal negative
deflection
1–3
. A consensus has now been reached regarding the face-
specificity of the N170 (refs. 4–6) and its magnetic equivalent, the
M170 (refs. 7,8), as no other stimulus category is reported to elicit
negativities as pronounced as faces at 170 ms or to share the same
scalp topography
5
. The sensitivity of the N170 to faces, however,
is not necessarily interpreted as evidence for a face-specific modular
system in the human brain, as modulation of the N170 by expertise is
found for objects other than faces
9,10
. Furthermore, it has been argued
that low-level visual characteristics of the stimuli could account at
least in part for some of the differences observed between categories
of objects
11
.
Because neuroimaging studies of visual face and object recognition
generally use full front views of faces contrasted with pictures of other
objects presented in a variety of sizes and spatial layouts, category
contrasts typically involve implicit comparisons of low and high ISPV
conditions (Fig. 1). Unfortunately, as the amount of ISPV involved is
virtually never evaluated or reported (see ref. 5 for an exception), it is
impossible to know whether differences between experimental condi-
tions arise from categorical differences or whether they are merely
driven by ISPV. We therefore formulated the hypothesis that the face
selectivity of the N170 might be an artifact driven by ISPV differences.
To test this hypothesis, we manipulated ISPV as an experimental factor
independently of object category: we compared the ERPs elicited by
pictures of faces and cars, half of which were highly variable in position,
orientation and size, and half of which were systematically centered, full
front, and resized to fit in a predefined template (Fig. 2). If the N170 is
genuinely face selective, its amplitude should be relatively insensitive to
ISPV, but maximally sensitive to object category (Experiment 1). We
then tested whether the effects of ISPV found in Experiment 1 could be
due to differences in symmetry between high and low ISPV conditions
by comparing ERPs elicited by side views of faces and butterflies, half of
which had low ISPVand half of which had high ISPV (Experiment 2,
Fig. 2). Another aspect of Experiment 2 is that the high ISPV stimuli
were generated by manipulating the size, eccentricity and height/width
ratio of the stimuli from the low ISPV condition. This enabled us to
control for stimulus variance in the stimuli while holding object
similarity from a psychological standpoint relatively constant. Finally,
we tested whether the effects seen in Experiments 1 and 2 could be due
to faces attracting attention more than other objects. We compared the
ERPs elicited by pictures of blue and green overlapped faces and cars
that were controlled for IPSV (Fig. 3), and instructed participants to
detect repetition of images in one color only (Experiment 3). Here we
expected differential attentional effects on P1 and N170 amplitude
elicited by faces and potentially confounding ISPV modulations in
Experiment 1 and 2 to be revealed.
RESULTS
Controlling ISPV cancels N170 face-selectivity
In Experiment 1, visual ERPs recorded in 28 participants displayed a
characteristic P1-N1-P2 complex in all experimental conditions
Received 21 December 2006; accepted 6 February 2007; published online 4 March 2007; doi:10.1038/nn1864
1
School of Psychology, Brigantia Building, Penrallt Road, University of Wales, Bangor, LL57 2AS, UK.
2
Laboratoire Langage Cerveau et Cognition, Institut des Sciences
Cognitives, Universite ´ de Lyon, CNRS, 67, boulevard Pinel, 69675 Bron cedex, France.
3
Laboratory of Experimental Neuropsychology, Neuropsychology Unit, Neurology
Clinic, Geneva University Hospital, 24, Rue Micheli du Crest, CH-1211 Geneva 14, Switzerland. Correspondence should be addressed to G.T. (g.thierry@bangor.ac.uk).
NATURE NEUROSCIENCE VOLUME 10 [ NUMBER 4 [ APRIL 2007 505
ARTICLES
© 2007 Nature Publishing Group http://www.nature.com/natureneuroscience