3 papers
cs.IT2018
Multivariate Extension of Matrix-based Renyi's α-order Entropy Functional
Shujian Yu, Luis Gonzalo Sanchez Giraldo, Robert Jenssen +1
The matrix-based Renyi's α-order entropy functional was recently introduced using the normalized eigenspectrum of a Hermitian matrix of the projected data in a reproducing kernel H…
q-bio.NC2018
Correspondence of Deep Neural Networks and the Brain for Visual Textures
Md Nasir Uddin Laskar, Luis G Sanchez Giraldo, Odelia Schwartz
Deep convolutional neural networks (CNNs) trained on objects and scenes have shown intriguing ability to predict some response properties of visual cortical neurons. However, the f…
q-bio.NC2018
Integrating Flexible Normalization into Mid-Level Representations of Deep Convolutional Neural Networks
Luis Gonzalo Sanchez Giraldo, Odelia Schwartz
Deep convolutional neural networks (CNNs) are becoming increasingly popular models to predict neural responses in visual cortex. However, contextual effects, which are prevalent in…