José Paulo Marques dos Santos

According to our database, José Paulo Marques dos Santos authored at least 6 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Explaining ANN-modeled fMRI Data with Path-Weights and Layer-Wise Relevance Propagation.

José Diogo Marques dos Santos, José Paulo Marques dos Santos

Proceedings of the Joint Proceedings of the xAI-2023 Late-breaking Work, 2023

Path-Weights and Layer-Wise Relevance Propagation for Explainability of ANNs with fMRI Data.

José Diogo Marques dos Santos, José Paulo Marques dos Santos

Proceedings of the Machine Learning, Optimization, and Data Science, 2023

2022

Path Weights Analyses in a Shallow Neural Network to Reach Explainable Artificial Intelligence (XAI) of fMRI Data.

José Diogo Marques dos Santos, José Paulo Marques dos Santos

Proceedings of the Machine Learning, Optimization, and Data Science, 2022

Towards XAI: Interpretable Shallow Neural Network Used to Model HCP's fMRI Motor Paradigm Data.

José Diogo Marques dos Santos, José Paulo Marques dos Santos

Proceedings of the Bioinformatics and Biomedical Engineering, 2022

2014

'Mind Reading': Hitting Cognition by Using ANNs to Analyze fMRI Data in a Paradigm Exempted from Motor Responses.

José Paulo Marques dos Santos, Luiz Moutinho, Miguel Castelo-Branco

Proceedings of the International Workshop on Artificial Neural Networks and Intelligent Information Processing, 2014

2011

Tackling the Cognitive Processes That Underlie Brands' Assessments Using Artificial Neural Networks and Whole Brain fMRI Acquisitions.

José Paulo Marques dos Santos, Luiz Moutinho

Proceedings of the 2011 International Workshop on Pattern Recognition in NeuroImaging, 2011