NUUBO RESEARCH ECG CLASIFICATION USING RESERVOIR COMPUTING

P.I.: Miguel C. Soriano
Start date: July 7, 2015
End date: July 6, 2016

To investigate new schemes of delay-based reservoir computing applied to ECG classification.
To Improve Diagnostic Performance in MIT-BIH Arrhythmia and AHA Databases
To explore the development of Algorithm application programming interface (API) integrable into NUUBO ECG Software Suite.
In case of significant progress, to support/write, in collaboration with NUUBO, an application memo for a provisional US patent application (USPTO) during project lifetime.
To explore possibilities of further collaborations between NUUBO and UIB within Spanish and European funded projects (grants).

previus related contract

Project presentation

Researchers

Miguel C. Soriano

Claudio Mirasso

Recent Publications

Automated real-time method for ventricular heartbeat classification

Ortín, Silvia; Soriano, Miguel C.; Alfaras, Miquel; Mirasso, Claudio R.
Computer Methods and Programs in Biomedicine 169, 1-8 (2019)

Computational Properties of Delay-Coupled Systems

Escalona Morán, Miguel Ángel (Supervisors: Claudio R. Mirasso, Miguel C. Soriano)
PhD Thesis (2015)