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2021 Torres M. J., Ravanelli M., Medina-Devilliers S., Lerner D. M. and Riccardi G.
Interpretable SincNet-based Deep Learning for Emotion Recognition in Individuals with Autism (Conference)
IEEE Conf. Engineering in Medicine and Biology, Conference, 2021 .
(Links | BibTeX | Tags: Affective Computing , Autism , Machine Learning , Signal Annotation and Interpretation )
@conference{J.2021b,
title = {Interpretable SincNet-based Deep Learning for Emotion Recognition in Individuals with Autism},
author = {Torres M. J., Ravanelli M., Medina-Devilliers S., Lerner D. M. and Riccardi G.},
url = {https://arxiv.org/pdf/2107.10790.pdf},
year = {2021},
date = {2021-07-18},
publisher = {IEEE Conf. Engineering in Medicine and Biology, Conference},
keywords = {Affective Computing, Autism, Machine Learning, Signal Annotation and Interpretation}
}
Torres M. J., Clarkson T., Hauschild K., Luhmann C. C., Lerner D. M. and Riccardi G.
Facial emotions are accurately encoded in the brains of those with autism: A deep learning approach (Article)
Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, 2021 .
(Links | BibTeX | Tags: Affective Computing , Autism , Machine Learning , Signal Annotation and Interpretation )
@article{J.2021,
title = {Facial emotions are accurately encoded in the brains of those with autism: A deep learning approach},
author = {Torres M. J., Clarkson T., Hauschild K., Luhmann C. C., Lerner D. M. and Riccardi G.},
url = {https://www.sciencedirect.com/science/article/abs/pii/S2451902221001075?via%3Dihub},
year = {2021},
date = {2021-04-16},
journal = {Biological Psychiatry: Cognitive Neuroscience and Neuroimaging},
keywords = {Affective Computing, Autism, Machine Learning, Signal Annotation and Interpretation}
}
2019 Mayor Torres, J.M., Clarkson, T., Luhmann, C. C., Riccardi, G., Lerner, M.D.
Distinct but Effective Neural Networks for Facial Emotion Recognition in Individuals with Autism: A Deep Learning Approach (Conference)
2019 .
(Links | BibTeX | Tags: Affective Computing , Autism , Machine Learning )
@conference{Torres2019,
title = {Distinct but Effective Neural Networks for Facial Emotion Recognition in Individuals with Autism: A Deep Learning Approach},
author = {Mayor Torres, J.M., Clarkson, T., Luhmann, C. C., Riccardi, G., Lerner, M.D.},
url = {https://disi.unitn.it/~riccardi/papers2/INSAR_JMM_2019_Deep_Learning.pdf},
year = {2019},
date = {2019-01-01},
keywords = {Affective Computing, Autism, Machine Learning}
}
2018 Mayor Torres, J.M., Libsack, E.J., Clarkson, T., Keifer, C.M., Riccardi, G., Lerner, M.D.
EEG-based Single trial Classification Emotion Recognition: A Comparative Analysis in Individuals with and without Autism Spectrum Disorder (Conference)
2018 .
(Links | BibTeX | Tags: Affective Computing , Autism )
@conference{Torres2018,
title = {EEG-based Single trial Classification Emotion Recognition: A Comparative Analysis in Individuals with and without Autism Spectrum Disorder},
author = {Mayor Torres, J.M., Libsack, E.J., Clarkson, T., Keifer, C.M., Riccardi, G., Lerner, M.D.},
editor = {Annual Meeting of the International Society for Autism Research, Rotterdam},
url = {https://insar.confex.com/imfar/2018/webprogram/Paper27651.html},
year = {2018},
date = {2018-01-01},
keywords = {Affective Computing, Autism}
}
Mayor Torres, J.M., Clarkson, T., Stepanov E. A. , Luhmann C. C., Lerner, M.D., Riccardi, G.
Enhanced Error Decoding from Error-Related Potentials using Convolutional Neural Networks (Conference)
2018 .
(Links | BibTeX | Tags: Affective Computing , Autism , Machine Learning )
@conference{Torres2018b,
title = {Enhanced Error Decoding from Error-Related Potentials using Convolutional Neural Networks},
author = {Mayor Torres, J.M., Clarkson, T., Stepanov E. A. , Luhmann C. C., Lerner, M.D., Riccardi, G.},
editor = {IEEE Conf. Engineering in Biology and Medicine Society, Honolulu},
url = {https://sisl.disi.unitn.it/wp-content/uploads/2019/11/EMBC18-Enhanced-Error-Decoding.pdf},
year = {2018},
date = {2018-01-01},
keywords = {Affective Computing, Autism, Machine Learning}
}