The implications of categorical and category|free mixed selectivity ...

Kaufman MT, Benna MK, Rigotti M, Stefanini F, Fusi S, Churchland AK. 2022 (2022). The implications of categorical and category-free mixed selectivity on ...

Nonlinear mixed selectivity supports reliable neural computation

Nonlinear mixed selectivity may be a general coding scheme exploited by the brain for reliable and efficient neural computation.

When Do Visual Category Representations Emerge in Infants' Brains?

This validates the SSVEP paradigm for measuring category-selectivity. ... To quantify developmental effects, we used linear mixed models (LMMs ...

An abstract categorical decision code in dorsal premotor cortex | PNAS

Moreover, a variety of heterogeneous activity with a broad diversity and mixed selectivity dynamics is elicited (21). To give sense to this diversity, the ...

Anne Churchland (0000-0002-3205-3794) - ORCID

The implications of categorical and category-free mixed selectivity on representational geometries. Current Opinion in Neurobiology. 2022-12 | Journal article.

Robust mixture modeling reveals category-free selectivity - bioRxiv

selective (strong categorical organization, Figure 1A) or come from one large category. 92 of mixed selective cells (Figure 1B), or even that ...

Visual perceptual learning of feature conjunctions leverages non ...

... categorical moderator of our main learning predictors, NM and LM ... Can non-linear mixed selectivity also account for this effect? In ...

Motion Processing and Categorical Decisions in Medial Superior ...

However, the effect was not limited to the beta band. In one animal (Monkey M), the category-selective power was also higher in correct than in ...

Sequential neuronal processing of number values, abstract decision ...

The implications of categorical and category-free mixed selectivity on representational geometries. Curr Opin Neurobiol. 2022;. 77:102644 ...

New insights on single-neuron selectivity in the era of population ...

The mixed selectivity implies the mixing ... Robust mixture modeling reveals category-free selectivity in reward region neuronal ensembles.

Distributed functions of prefrontal and parietal cortices during ... - eLife

Mixed category selectivity was more nonlinear in prefrontal cortex (PFC) than in lateral intraparietal (LIP) cortex. (A, B) The correlation ...

Mattia Rigotti

The implications of categorical and category-free mixed selectivity on representational geometries [PDF] M.T. Kaufman, M.K. Benna, M. Rigotti, F. Stefanini ...

Computational role of structure in neural activity and connectivity

Kaufman, The implications of categorical and category-free mixed selectivity on representational geometries, Curr. Opin. Neurobiol., № 77 https://doi.org ...

Orthogonality of sensory and contextual categorical dynamics ...

... the impact of those noncoding signals. For this ... Neurons with mixed selectivity varied between predominantly faithful and predominantly categorical.

Multidimensional Neural Selectivity in the Primate Amygdala | eNeuro

Models containing a term for category (monkey or object as categorical ... category-free neural population supports evolving demands during ...

Abstract deliberation by visuomotor neurons in prefrontal cortex

Analysis of DV variance. We measured the effect of stimulus strength on the categorical ... 2 PFC neurons exhibit mixed selectivity for stimulus ...

Current Opinion in Neurobiology, Volume 77 - ClinicalKey

The implications of categorical and category-free mixed selectivity on representational geometries. Article 102644. Kaufman, Matthew T ...

‪Fabio Stefanini‬ - ‪Google Scholar‬

The implications of categorical and category-free mixed selectivity on representational geometries. MT Kaufman, MK Benna, M Rigotti, F Stefanini, S Fusi, AK ...

Exemplar Selectivity Reflects Perceptual Similarities in the Human ...

Abstract. While brain imaging studies emphasized the category selectivity of face-related areas, the underlying mechanisms of our remarkable ...

Parietal Network Performs Sequential, Category- Based Decisions

Furthermore, our trained networks reproduce mixed category and match selectivity, which is evident in our neural data (Figures. S2H and S2I) and ...