A Novel Method for Assessing the Severity of Levodopa-Induced Dyskinesia using Wearable Sensors
Lee, Sunghoon Ivan ; Daneault, Jean-Francois ; Golabchi, Fatemeh Noushin ; Patel, Shyamal ; Paganoni, Sabrina ; Shih, Ludy ; Bonato, Paolo
Biomedical signal classification
Patients with Parkinson’s disease often experience significant changes in the severity of dyskinesia when they undergo titration of their…
Decomposing Time Series Data by a Non-Negative Matrix Factorization Algorithm with Temporally Constrained Coefficients
Cheung, Vincent CK ; Devarajan, Karthik ; Severini, Giacomo ; Turolla, Andrea ; Bonato, Paolo
Neuromuscular systems – EMG processing and applications
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Neuromuscular systems – EMG models
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Neural signals – Blind source separation (PCA, ICA, etc.)
The non-negative matrix factorization algorithm (NMF) decomposes a data matrix into a set of non-negative basis vectors, each scaled by a…
Grand Challenges in Brain Research in Europe and in USA
Cerutti, Sergio ; Bonato, Paolo
Brain physiology and modeling
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Brain functional imaging
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Brain-computer/machine interface
This MiniSymposium will discuss the relevant motivations of two important research projects with major funding at the two shores of the…
