Research interests

Geremia’s research interests cover the field of Deep Learning and the study of Recurrent Neural Network models, with a particular attention to efficiency in terms of training (Reservoir Computing models). Another branch of investigation is audio processing for tasks such as Audio Classification and Sound Event Detection.

Keywords: Deep Learning, Recurrent Neural Networks, Echo State Networks, Federated Learning, Continual Learning, Sound Event Classification