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José Paulo Marques dos Santos

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2020 – today

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2023
[c6]
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José Diogo Marques dos Santos, José Paulo Marques dos Santos:
Path-Weights and Layer-Wise Relevance Propagation for Explainability of ANNs with fMRI Data. LOD (2) 2023: 433-448
[c5]
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José Diogo Marques dos Santos, José Paulo Marques dos Santos:
Explaining ANN-modeled fMRI Data with Path-Weights and Layer-Wise Relevance Propagation. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 24-29
2022
[c4]
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José Diogo Marques dos Santos, José Paulo Marques dos Santos:
Towards XAI: Interpretable Shallow Neural Network Used to Model HCP's fMRI Motor Paradigm Data. IWBBIO (2) 2022: 260-274
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José Diogo Marques dos Santos, José Paulo Marques dos Santos:
Path Weights Analyses in a Shallow Neural Network to Reach Explainable Artificial Intelligence (XAI) of fMRI Data. LOD (2) 2022: 417-431

2010 – 2019

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2014
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José Paulo Marques dos Santos, Luiz Moutinho, Miguel Castelo-Branco:
'Mind Reading': Hitting Cognition by Using ANNs to Analyze fMRI Data in a Paradigm Exempted from Motor Responses. ANNIIP 2014: 45-52
2011
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José Paulo Marques dos Santos, Luiz Moutinho:
Tackling the Cognitive Processes That Underlie Brands' Assessments Using Artificial Neural Networks and Whole Brain fMRI Acquisitions. PRNI 2011: 9-12

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