Counterfactual Explanation of Brain Activity Classifiers Using Image-To-Image Transfer by Generative Adversarial Network.

Matsui, Teppei; Taki, Masato; Pham, Trung Quang; Chikazoe, Junichi; Jimura, Koji

Matsui, Teppei; Taki, Masato; Pham, Trung Quang; Chikazoe, Junichi; Jimura, Koji.

Afiliação

Matsui T; Department of Biology, Okayama University, Okayama, Japan.
Taki M; JST-PRESTO, Japan Science and Technology Agency, Tokyo, Japan.
Pham TQ; Graduate School of Artificial Intelligence and Science, Rikkyo University, Tokyo, Japan.
Chikazoe J; Supportive Center for Brain Research, National Institute for Physiological Sciences, Okazaki, Japan.
Jimura K; Supportive Center for Brain Research, National Institute for Physiological Sciences, Okazaki, Japan.

Front Neuroinform ; 15: 802938, 2021.

Article em En | MEDLINE | ID: mdl-35369003

Palavras-chave

counterfactual explanation; decoding; deep learning; explainable AI; fMRI; generative neural network

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Idioma: En Revista: Front Neuroinform Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Japão País de publicação: Suíça

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