The list of updated publications can be found at this link

Applying deep learning techniques to estimate patterns of musical gesture D Dalmazzo, G Waddell, R Ramírez Frontiers in psychology 11, 5759712021
Machine learning and deep neural networks approach to modelling musical gestures DC Dalmazzo Universitat Pompeu Fabra2020
Bow gesture classification to identify three different expertise levels: a machine learning approach D Dalmazzo, R Ramírez Machine Learning and Knowledge Discovery in Databases: International …2020
Mel-spectrogram Analysis to Identify Patterns in Musical Gestures: a Deep Learning Approach D Dalmazzo, R Ramirez MML 2020, 12020
Bowing gestures classification in violin performance: a machine learning approachD Dalmazzo, R Ramírez Frontiers in psychology 10, 3442019
A machine learning approach to violin bow technique classification: a comparison between imu and mocap systems D Dalmazzo, S Tassani, R Ramírez Proceedings of the 5th international Workshop on Sensor-based Activity …2018
Air violin: a machine learning approach to fingering gesture recognition D Dalmazzo, R Ramirez Proceedings of the 1st ACM SIGCHI international workshop on multimodal …2017
Mapping the language connectome in healthy subjects and brain tumor patients G Zegarek, XD Arsiwalla, D Dalmazzo, PFMJ Verschure Artificial Neural Networks and Machine Learning–ICANN 2016: 25th …2016
A Virtual Violin System Based on Gesture Capture using EMG and Position Sensors D Dalmazzo, R Ramirez2016
Network dynamics with BrainX3: a large-scale simulation of the human brain network with real-time interaction XD Arsiwalla, R Zucca, A Betella, E Martinez, D Dalmazzo, P Omedas, …Frontiers in Neuroinformatics, 22015
Connectomics to semantomics: addressing the brain’s big data challenge XD Arsiwalla, D Dalmazzo, R Zucca, A Betella, S Brandi, E Martinez, …Procedia Computer Science 53, 48-552015
Mapping the Aphasia Connectome with BrainX3: Connectomic Predictions of TMS-Defined Eloquent Cortex G Zegarek, D Dalmazzo, S Brandi, K Grechuta, X Arsiwalla, …2015
BrainX3: a virtual reality tool for neurosurgical intervention in epilepsy D Pacheco, R Zucca, X Arsiwalla, D Dalmazzo, A Principe, R Rocamora, …Trans Bio-Med Eng 60, 1619-16272013

MTG – Pompeu Fabra University, Barcelona, Spain.
KTH – Royal Institute of Technology, Stockholm, Sweden.

Email: davmazo [at]

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