Roberto TAGLIAFERRI | Neurone_ML Lab (Machine Learning)

Attività di ricerca

Artificial Intelligence and Pattern Recognition

Knowledge discovery and representation, Explainable Machine Learning and Deep Learning applications. Artificial Neural netoworks, Image Processing, Multiple Object Tracking, Graph-based Learning, Visual and sequence transformers, Capsule networks, Fuzzy Systems applied to Neural Networks.

BioInformatics

Multi-omic analysis, Networks analysis. Natural Neural Networks, Algorithms for Bioinformatics, cDNA Microarray Data Analysis and Bio-Sequences analysis.

Neuroscience and Biomedical Applications

Deep Learning applied to Medical Imaging, Neuroimaging, Microscopy.

Lab-on-chip applications of IA models. Robotic applications for 3D human soft-tissues and organ reconstruction. Deep learning for Microscopy, Image Denoising and Semantic classification.

Building F2, Floor -1, L12, Archibus: FINV-12BS01053