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Nonlinear Circuits Modeling Neural Networks
Research area: Electrical Engineering
Main research topics:
Innovative methodologies for convergence, multistability, metastability and global stability of smooth/nonsmooth dynamical neural networks;
Bifurcations and oscillatory/chaotic dynamics of neural networks;
Methods for the dynamical analysis of cooperative/competitive networks;
Application to linear and nonlinear programming problems and real-time signal processing problems;
Complex behavior and robustness of convergence in nearly-symmetric CNNs;
Design of neural network-based physically unclonable functions (PUF).
ERC Keywords PE1_10 ODE and dynamical systems PE1_21 Application of mathematics in industry and society life PE7_2 Electrical and electronic enigineering:semiconductors, components, systems PE7_3 Simulation engineering and modelling PE7_8 Networks (communication networks, sensor networks, networks of robots.....)
