TY - JOUR
T1 - Dynamic population codes of multiplexed stimulus features in primate area MT
AU - Goddard, Erin
AU - Solomon, Samuel G.
AU - Carlson, Thomas A.
PY - 2017/7
Y1 - 2017/7
N2 - The middle-temporal area (MT) of primate visual cortex is critical in the analysis of visual motion. Single-unit studies suggest that the response dynamics of neurons within area MT depend on stimulus features, but how these dynamics emerge at the population level, and how feature representations interact, is not clear. Here, we used multivariate classification analysis to study how stimulus features are represented in the spiking activity of populations of neurons in area MT of marmoset monkey. Using representational similarity analysis we distinguished the emerging representations of moving grating and dot field stimuli. We show that representations of stimulus orientation, spatial frequency, and speed are evident near the onset of the population response, while the representation of stimulus direction is slower to emerge and sustained throughout the stimulus-evoked response. We further found a spatiotemporal asymmetry in the emergence of direction representations. Representations for high spatial frequencies and low temporal frequencies are initially orientation dependent, while those for high temporal frequencies and low spatial frequencies are more sensitive to motion direction. Our analyses reveal a complex interplay of feature representations in area MT population response that may explain the stimulus-dependent dynamics of motion vision.
AB - The middle-temporal area (MT) of primate visual cortex is critical in the analysis of visual motion. Single-unit studies suggest that the response dynamics of neurons within area MT depend on stimulus features, but how these dynamics emerge at the population level, and how feature representations interact, is not clear. Here, we used multivariate classification analysis to study how stimulus features are represented in the spiking activity of populations of neurons in area MT of marmoset monkey. Using representational similarity analysis we distinguished the emerging representations of moving grating and dot field stimuli. We show that representations of stimulus orientation, spatial frequency, and speed are evident near the onset of the population response, while the representation of stimulus direction is slower to emerge and sustained throughout the stimulus-evoked response. We further found a spatiotemporal asymmetry in the emergence of direction representations. Representations for high spatial frequencies and low temporal frequencies are initially orientation dependent, while those for high temporal frequencies and low spatial frequencies are more sensitive to motion direction. Our analyses reveal a complex interplay of feature representations in area MT population response that may explain the stimulus-dependent dynamics of motion vision.
KW - direction
KW - marmoset
KW - multivariate pattern classification analysis
KW - representational similarity analysis
KW - visual motion
UR - http://www.scopus.com/inward/record.url?scp=85021744101&partnerID=8YFLogxK
UR - http://purl.org/au-research/grants/arc/FT120100816
UR - http://purl.org/au-research/grants/arc/DP160101300
UR - http://purl.org/au-research/grants/nhmrc/APP1005427
U2 - 10.1152/jn.00954.2016
DO - 10.1152/jn.00954.2016
M3 - Article
C2 - 28381492
AN - SCOPUS:85021744101
SN - 0022-3077
VL - 118
SP - 203
EP - 218
JO - Journal of Neurophysiology
JF - Journal of Neurophysiology
IS - 1
ER -