120 citations · 353 across the 35 of their papers we have counts for
5 papers · 1 filter
Functional Connectome of the Human Brain with Total Correlation
Qiang Li, Greg Ver Steeg, Shujian Yu +1
Recent studies proposed the use of Total Correlation to describe functional connectivity among brain regions as a multivariate alternative to conventional pair-wise measures such a…
Functional Connectivity via Total Correlation: Analytical results in Visual Areas
Qiang Li, Greg Ver Steeg, Jesus Malo
Recent studies invoke the superiority of the multivariate Total Correlation concept over the conventional pairwise measures of functional connectivity in biological networks. Those…
Orthonormal Convolutions for the Rotation Based Iterative Gaussianization
Valero Laparra, Alexander Hepburn, J. Emmanuel Johnson +1
In this paper we elaborate an extension of rotation-based iterative Gaussianization, RBIG, which makes image Gaussianization possible. Although RBIG has been successfully applied t…
Neural Networks with Divisive normalization for image segmentation with application in cityscapes dataset
Pablo Hernández-Cámara, Valero Laparra, Jesús Malo
One of the key problems in computer vision is adaptation: models are too rigid to follow the variability of the inputs. The canonical computation that explains adaptation in sensor…
Paraphrasing Magritte's Observation
Jesus Malo
Contrast Sensitivity of the human visual system can be explained from certain low-level vision tasks (like retinal noise and optical blur removal), but not from others (like chroma…