José Paulo Marques dos Santos - researchr alias

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Viewing Publication 1 - 6 from 6

2023

Path-Weights and Layer-Wise Relevance Propagation for Explainability of ANNs with fMRI DataJosé Diogo Marques dos Santos, José Paulo Marques dos Santos. mod 2024: 433-448 [doi]

Explaining ANN-modeled fMRI Data with Path-Weights and Layer-Wise Relevance PropagationJosé Diogo Marques dos Santos, José Paulo Marques dos Santos. xai 2023: 24-29 [doi]

2022

Towards XAI: Interpretable Shallow Neural Network Used to Model HCP's fMRI Motor Paradigm DataJosé Diogo Marques dos Santos, José Paulo Marques dos Santos. iwbbio 2022: 260-274 [doi]

Path Weights Analyses in a Shallow Neural Network to Reach Explainable Artificial Intelligence (XAI) of fMRI DataJosé Diogo Marques dos Santos, José Paulo Marques dos Santos. mod 2023: 417-431 [doi]

2014

'Mind Reading': Hitting Cognition by Using ANNs to Analyze fMRI Data in a Paradigm Exempted from Motor ResponsesJosé Paulo Marques dos Santos, Luiz Moutinho, Miguel Castelo-Branco. anns 2014: 45-52 [doi]

2011

Tackling the Cognitive Processes That Underlie Brands' Assessments Using Artificial Neural Networks and Whole Brain fMRI AcquisitionsJosé Paulo Marques dos Santos, Luiz Moutinho. prni 2011: 9-12 [doi]

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