The SRG group has expertise in 3 transversal research lines in the Information and Communication Technologies through their collaborating subgroups: Artificial intelligence methods (IAM-CVC), Acceleration of algorithms in heterogeneous computing platforms (CEPHIS-UAB) and design of custom integrated/printed sensors and circuits (ICAS-CNM).
The 3 main application domains according to the Cyber Physical Systems Paradigm are: Decision Support Systems for eHealth (intelligent radiomics and cognitive state assessment) and IoT technologies for the environmental sciences (environment quality control).
The main goal of the group is the definition, methods and efficient implementation of custom intelligent computing systems ensuring maximal performance and energy efficiency using a minimal amount of both, computational and communication resources. To do so, AI strategies for defining optimal embedding and classification of multimodal data of varying size will be designed and implemented using new methods in eHPC platforms.