Juan Manuel Mayor Torres

According to our database, Juan Manuel Mayor Torres authored at least 7 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Evaluation of interpretability for deep learning algorithms in EEG emotion recognition: A case study in autism.

Juan Manuel Mayor Torres, Sara E. Medina-DeVilliers, Tessa Clarkson, Matthew D. Lerner, Giuseppe Riccardi

Artif. Intell. Medicine, September, 2023

2021

Interpretable SincNet-based Deep Learning for Emotion Recognition from EEG brain activity.

Juan Manuel Mayor Torres, Mirco Ravanelli, Sara E. Medina-DeVilliers, Matthew D. Lerner, Giuseppe Riccardi

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2018

HEAL: A Health Analytics Intelligent Agent Platform for the acquisition and analysis of physiological signals.

Arindam Ghosh, Evgeny A. Stepanov, Juan Manuel Mayor Torres, Morena Danieli, Giuseppe Riccardi

Proceedings of the 20th IEEE International Conference on e-Health Networking, 2018

Enhanced Error Decoding from Error-Related Potentials using Convolutional Neural Networks.

Juan Manuel Mayor Torres, Tessa Clarkson, Evgeny A. Stepanov, Christian C. Luhmann, Matthew D. Lerner, Giuseppe Riccardi

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

Enhanced face/audio emotion recognition: video and instance level classification using ConvNets and restricted Boltzmann Machines.

Juan Manuel Mayor Torres, Evgeny A. Stepanov

Proceedings of the International Conference on Web Intelligence, 2017

2016

Heal-T: An efficient PPG-based heart-rate and IBI estimation method during physical exercise.

Juan Manuel Mayor Torres, Arindam Ghosh, Evgeny A. Stepanov, Giuseppe Riccardi

Proceedings of the 24th European Signal Processing Conference, 2016

2015

Detection of essential hypertension with physiological signals from wearable devices.

Arindam Ghosh, Juan Manuel Mayor Torres, Morena Danieli, Giuseppe Riccardi

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015