Pattern completion and disruption characterize contextual modulation in the visual cortex
A key role of sensory processing is integrating information across space. Neuronal
responses in the visual system are influenced by both local features in the receptive field …
responses in the visual system are influenced by both local features in the receptive field …
Taking the neural sampling code very seriously: A data-driven approach for evaluating generative models of the visual system
Prevailing theories of perception hypothesize that the brain implements perception via
Bayesian inference in a generative model of the world. One prominent theory, the Neural …
Bayesian inference in a generative model of the world. One prominent theory, the Neural …
Neural manifolds in V1 change with top-down signals from V4 targeting the foveal region
High-dimensional brain activity is often organized into lower-dimensional neural manifolds.
However, the neural manifolds of the visual cortex remain understudied. Here, we study …
However, the neural manifolds of the visual cortex remain understudied. Here, we study …
Latent variable and implicit models for neural system identification
M Bashiri - 2024 - tobias-lib.ub.uni-tuebingen.de
One of the major goals of neural system identification is to understand the underlying neural
mechanisms that give rise to visual perception and sensation. While the quest for …
mechanisms that give rise to visual perception and sensation. While the quest for …
Dekódování vizuálních podnětů z kortikální aktivity pomocí neuronových sítí
S Jan - 2024 - dspace.cvut.cz
Tato práce zkoumá použití technik hlubokého učení pro rekonstrukci vizuálních podnětů z
neuronální aktivity v primární zrakové oblasti (V1). Zaměřuje se na překonání nedostatku …
neuronální aktivity v primární zrakové oblasti (V1). Zaměřuje se na překonání nedostatku …