Chemical and biological sensors for medical diagnosis
Keywords: Breath analysis and urines analysis by means of array of gas sensors (Electronic Nose) and potentiometric sensors (Electronic Tongue)
Contact Person: Corrado Di Natale, Eugenio Martinelli
Biomimetic sensor System
Keywords: Artificial Nose and Tongue, Design of “bio-inspired” sensorial system, bio-inspired Processing and algorithms, Spiking Neural Network, Neuromorphic circuits, Self-Organizing Map, Multivariate data analysis, Feature extraction, Pattern Recognition.
Contact Person: Corrado Di Natale, Eugenio Martinelli
Image analysis for medical applications
Keywords: Early diagnosis of breast cancer.
Contact Person: Marcello Salmeri, Arianna Mencattini
Emotional state and its application in the disease diagnosis
Keywords: Analysis of facial expressions, automatic emotion recognition for diagnostic purpose
Contact Person: Arianna Mencattini, Marcello Salmeri,
Artificial intelligence and neural networks
Keywords: neuronal modeling, asynchronous spiking neural networks, temporal coding, event-driven simulation, synaptic plasticity, classification, pattern recognition
Contact Person: Mario Salerno
Keywords: time-frequency analysis of biological signals, neural networks, SVM and NMF techniques for the processing and classification of bio-signals.
Contact Person: Giovanni Costantini
Wearable Sensors
Keywords: Sensor Glove, design and characterization of sensors for rehabilitation, gestures classification, artificial intelligence brain computer interface (BCI), human-machine interface (HMI), advanced 3-D graphics, augmented virtual reality
Contact Person: Giovanni Saggio.
Keywords: System for the characterization of mechanical and inertial sensors, sensors interfaces, analogical and digital signal condition.
Contact Person: Giancarlo Orengo.