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Topic: categorical representations

ePoster
3 ePosters

In Neuroscience

ePoster · Neuroscience

Weakly structured selectivity and high-dimensional representations across the cortical hierarchy

Lorenzo Posani, Shuqi Wang, Samuel Muscinelli, Liam Paninski, Stefano Fusi · COSYNE 2025

Despite the diversity of neural responses, the brain is highly structured both at anatomical and functional levels. Neurons in different brain areas exhibit different response profiles (large-scale anatomical organization), and within brain areas, the neurons can sometimes be grouped together into specialized subpopulations (categorical representations). Organization can also be found at the level of the representational geometry in the activity space, typically in the form of low-dimensional structure (e.g. disentangled abstract representations). However, it is unclear how the geometry in the

ePoster · Neuroscience

Individual differences in spatial working memory strategies differentially reflected in the engagement of control and default brain networks

Nina Purg Suljič, Aleksij Kraljič, Masih Rahmati, Youngsun T. Cho, Anka Slana Ozimič, John D. Murray, Alan Anticevic, Grega Repovš · FENS Forum 2024

Spatial locations can be encoded and maintained in working memory using high-precision, fine-grained representations that are cognitively demanding, or coarse and less demanding categorical representations. In this study, we employed an individual differences approach to identify brain activity correlates of the use of fine-grained and categorical representations in spatial working memory. We combined data from six fMRI studies, resulting in a sample of 158 (78 women, 25 ± 6 years) healthy participants performing a spatial working memory task. Our results showed that individual differences in

ePoster · Neuroscience

Neural representation of conspecifics in the pigeon's visual stream

Sara Silva, William Clark, Jonas Rose, Michael Colombo · FENS Forum 2024

The identification of a conspecific is an ecologically relevant task. In primates, face selective neurons are found in the inferior temporal cortex, a region along the ventral visual pathway that displays complex feature coding. However, studies that characterized the avian equivalent to the ventral visual pathway (tectofugal pathway), using images as stimuli, found no evidence of complex feature coding nor conspecific face selectivity. In this study, we used a set of naturalistic videos with controlled lower-level features to assess if the pigeon’s tectofugal pathway encode categorical repres