PhD students | Axis 3

Axis 3: AI for Computational Biology and Bio-inspired AI

Julien Aubert (Chair of P. Reynaud-Bouret)

Research project
Estimating the learning process of the brain

#Hashtags 
/

Affiliation
CNRS, LJAD

Antoine Collin (Chair of P. Barbry)

Research project
Automatic cell type annotation for atlas construction

#Hashtags 
Single Cell, Transcriptomic, Deep Learning, Cell Annotation, Lung Cell Aatlas

Affiliation
IPMC, CNRS

 

Ashwin James (Alexandre Muzy)

Research project
Modeling and neuromorphic simulation of learning individuals based on the interaction between behavioral and neuronal activities

#Hashtags 
Computational Neuroscience, Reinforcement Learning, Neuromorphic Computing

Affiliation
CNRS, I3S

Faysal Jayousi (Chair of Laure Blanc-Féraud)

Research project
Geometric and statistical analysis of fluorescent multispectral biological images for extracellular matrix phenotyping in tumor tissue

#Hashtags 
/

Affiliation
CNRS

 

Artem Mulukiov (Chair of B. Miramond)

Research project
Confrontation of self-organizing maps and neural networks A spikes for embodied calculus inspired by the brain

#Hashtags
Self-organizing Maps, Spiking Neural Networks, Braininspired Computing, Embodied Computing, Neuromorphic Engineering

Affiliation
Université Côte d'Azur, LEAT

 

Stefano Spaziani (Chair of P. Reynaud-Bouret)

Research project
Feasibility Engagement for NeuroMod application 

#Hashtags 
Functional Connectivity, Hawkes Processes, LFP Analysis, Study of Learning, Probability, Computational Neurosciences

Affiliation
CNRS

Amir Hossein Tavakoli (S. Demassey)

Research project
Hybrid combinatorial optimization and machine learning algorithms for energy-efficient water networks

#Hashtags
Combinatorial Optimization, Integer Nonlinear Programming, Machine Learning, Pump Scheduling, Network Design, Water Networks

Affiliation
MINES, CMA