439 citations · 505 across the 6 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.LG2019★ 16 cited
Input-Cell Attention Reduces Vanishing Saliency of Recurrent Neural Networks
Aya Abdelsalam Ismail, Mohamed Gunady, Luiz Pessoa +2
Recent efforts to improve the interpretability of deep neural networks use saliency to characterize the importance of input features to predictions made by models. Work on interpre…
cs.RO2019★ 20 cited
Intelligent architectures for robotics: The merging of cognition and emotion
Luiz Pessoa
What is the place of emotion in intelligent robots? In the past two decades, researchers have advocated for the inclusion of some emotion-related components in the general informat…
q-bio.NC2019
Neural dynamics of emotion and cognition: from trajectories to underlying neural geometry
Luiz Pessoa
This paper describes the outlines of a research program for understanding the cognitive-emotional brain, with an emphasis on the issue of dynamics: How can we study, characterize,…