Matthew D. Lerner

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 5

Top Topics

Emotion Recognition

Epileptic Seizures

Top Venues

Artif. Intell. Medicine

Publications

Juan Manuel Mayor Torres, Sara E. Medina-DeVilliers, Tessa Clarkson, Matthew D. Lerner, Giuseppe Riccardi
Evaluation of interpretability for deep learning algorithms in EEG emotion recognition: A case study in autism. Artif. Intell. Medicine 143 (2023)
Juan Manuel Mayor Torres, Mirco Ravanelli, Sara E. Medina-DeVilliers, Matthew D. Lerner, Giuseppe Riccardi
Interpretable SincNet-based Deep Learning for Emotion Recognition from EEG brain activity. EMBC (2021)
Juan Manuel Mayor Torres, Mirco Ravanelli, Sara E. Medina-DeVilliers, Matthew D. Lerner, Giuseppe Riccardi
Interpretable SincNet-based Deep Learning for Emotion Recognition from EEG brain activity. CoRR (2021)
Juan Manuel Mayor Torres, Sara E. Medina-DeVilliers, Tessa Clarkson, Matthew D. Lerner, Giuseppe Riccardi
Evaluation of Interpretability for Deep Learning algorithms in EEG Emotion Recognition: A case study in Autism. CoRR (2021)
Juan Manuel Mayor Torres, Tessa Clarkson, Evgeny A. Stepanov, Christian C. Luhmann, Matthew D. Lerner, Giuseppe Riccardi
Enhanced Error Decoding from Error-Related Potentials using Convolutional Neural Networks. EMBC (2018)