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Investigating Object Representations in the Macaque Dorsal Visual Stream Using Single-unit Recordings
Published on: August 1, 2018
Body-part tuning in the macaque superior temporal sulcus
Yordanka Zafirova1,2, Atefeh Bahrami1,2, Rufin Vogels1,2
1Laboratorium voor Neuro- en Psychofysiologie, Dpt. Neurosciences, KU Leuven, Herestraat 49, Box 1021, 3000 Leuven, Belgium.
Neurons in the macaque superior temporal sulcus distinguish faces from other body parts. Body part representations rely on mid- to high-level features, with context influencing non-face units.
Area of Science:
- Neuroscience
- Primate Vision
- Computational Neuroscience
Background:
- Neurons in the macaque superior temporal sulcus (STS) are known to respond to faces and headless bodies.
- However, their selectivity for individual body parts remains less understood.
Purpose of the Study:
- To investigate the tuning of neurons in the middle and anterior STS for various body parts, including heads.
- To understand the role of internal structure and body context in body part representation.
Main Methods:
- Electrophysiological recordings were conducted in the middle and anterior STS of macaques viewing body parts.
- Experiments manipulated visual features such as color, achromatic stimuli, and scrambled internal features.
- Convolutional neural network (CNN) modeling was used to analyze feature reliance.
Main Results:
- Faces were represented distinctly from other body parts in both STS regions.
- Genitalia, rumps, and torso formed distinct subclusters, with hands appearing variably in the anterior STS.
- CNN modeling indicated that mid- to high-level features are crucial for body part tuning.
- Internal features contribute to, but do not solely determine, body part representations.
- Non-head-preferring neurons showed greater response suppression within a body context compared to head-preferring neurons.
Conclusions:
- There is a clear distinction between face and other body part representations in the STS.
- Body part selectivity relies on complex visual features and is modulated by contextual information.
- Non-face body part representations are more sensitive to body context than face representations.
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