14 citations · 14 across the 2 of their papers we have counts for
3 papers
Inference via Sparse Coding in a Hierarchical Vision Model
Joshua Bowren, Luis Sanchez-Giraldo, Odelia Schwartz
Sparse coding has been incorporated in models of the visual cortex for its computational advantages and connection to biology. But how the level of sparsity contributes to performa…
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…
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…