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Shi-Ming Tang

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Open access Sep 2026

A transformer-based model reveals sparse, stimulus-dependent orientation readout from macaque V1 population activity

Orientation information in primary visual cortex (V1) is represented by large populations of neurons with overlapping tuning preferences, yet how this information is selectively read out remains unclear. Here we proposed a transformer-based model to reconstruct oriented Gabor stimuli from two-photon calcium responses o...

Xin Wang, Shi-Ming Tang, Cong Yu · 0 citations
Open access Aug 2026

Shared and idiosyncratic coding regimes coexist in macaque IT

Population-level measurements portray object representations in primate inferotemporal cortex (IT) as smooth, low-dimensional, and predictable by deep neural networks (DNNs). However, it remains unclear whether this structured population-level picture is representative of the full diversity of its constituent neurons....

Qi Lu, Xin-Yi Xiong, Yang Li et al. · 0 citations

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