Research Lines

Application of AI algorithms for pattern detection

ML/DL EEG Educación

Development of algorithms based on Artificial Intelligence for the detection and analysis of complex patterns. The proposed methodologies are applied in specific contexts such as education and biomedical engineering.

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Energy optimization and device design for Industrial IoT

IoT Edge Computing

Research line focused on hardware and software optimization in Industrial IoT systems based on low-cost microcontrollers and radio transceivers, with results directly applicable to industry.

   

Electronic design of embedded and communication systems

RF Wireless systems

Design and development of electronic components for advanced communication systems, including radiofrequency, optical communications, and satellite systems applied to industrial environments.

    

Deployment of Embedded AI applications on microcontrollers

AI Tiny MLEmbedded Systems

Research focused on the design of comprehensive architectures based on embedded AI models for the real-time acquisition, filtering, and processing of signals from sensors.

   

Design and development of artificial and biological networks

AI NN

Design and analysis of artificial and biological networks from a computational and systemic perspective. Neural architectures, complex networks, and bio-inspired models are studied for solving real-world problems.

   

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