Quantitative analysis of functional clustering of neurons in the macaque inferior temporal cortex.
Neurons with similar preferences for two-dimensional shapes of intermediate complexity cluster in area TE of the monkey inferior temporal cortex. To further characterize the functional structure of area TE, we quantitatively analyzed various aspects of the visual responses of closely located neurons by applying multiple single-unit recording techniques in anesthetized monkeys. Examination of the visual responses elicited with a large, predetermined set of visual stimuli confirmed previous findings that nearby neurons, on average, exhibited positively correlated preferences for a set of visual stimuli. Nearby neurons also tended to be similar in their receptive-field organization and contrast-polarity preference. In contrast, no correlation was found in the size tuning of neighboring neurons. Pooling or subtraction of activities between a pair of nearby neurons was shown to improve stimulus discriminability, if the neuron pair had positively or negatively correlated stimulus preferences, respectively. These results indicate that nearby TE neurons share some aspects of stimulus preference, but their response selectivity differ in other aspects. Both pooling and subtraction between nearby neurons can reduce across-trial response variability, if these decoding strategies are applied to appropriate neuronal pools.
Tamura
Hiroshi
H
Graduate School of Frontier Biosciences, Osaka University, Laboratory for Cognitive Neuroscience, Toyonaka, Osaka 560-8531, Japan. tamura@fbs.osaka-u.ac.jp
Kaneko
Hidekazu
H
Fujita
Ichiro
I
D000200:Action Potentials / Q000502:physiology; D000818:Animals; D001931:Brain Mapping; D016009:Chi-Square Distribution; D016000:Cluster Analysis; D004566:Electrodes; D005074:Evoked Potentials, Visual; D008251:Macaca; D009474:Neurons / Q000145:classification / Q000502:physiology*; D010364:Pattern Recognition, Visual / Q000502:physiology*; D010775:Photic Stimulation / Q000379:methods; D018709:Statistics, Nonparametric; D013702:Temporal Lobe / Q000166:cytology* / Q000502:physiology; D014794:Visual Fields / Q000502:physiology; D014795:Visual Pathways / Q000502:physiology