13 citations · 19 across the 5 of their papers we have counts for
5 papers
Dendritic structure enables powerful plasticity
Ben von Hünerbein, Federico Benitez, Kevin Max +10
Over the past decades, it has become increasingly clear that the complex morphology of cortical neurons is more than just a quirk of evolution, and that dendritic compartments serv…
Neural mechanisms of predictive processing: a collaborative community experiment through the OpenScope program
Ido Aizenbud, Nicholas Audette, Ryszard Auksztulewicz +50
This review synthesizes advances in predictive processing within the sensory cortex. Predictive processing theorizes that the brain continuously predicts sensory inputs, refining n…
Multihead self-attention in cortico-thalamic circuits
Arno Granier, Walter Senn
Both biological cortico-thalamic networks and artificial transformer networks use canonical computations to perform a wide range of cognitive tasks. In this work, we propose that t…
Building functional and mechanistic models of cortical computation based on canonical cell type connectivity
Arno Granier, Katharina A Wilmes, Mihai A Petrovici +1
Neuronal circuits of the cerebral cortex are the structural basis of mammalian cognition. The same qualitative components and connectivity motifs are repeated across functionally s…
Confidence and second-order errors in cortical circuits
Arno Granier, Mihai A. Petrovici, Walter Senn +1
Minimization of cortical prediction errors has been considered a key computational goal of the cerebral cortex underlying perception, action and learning. However, it is still uncl…