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.....)
People
Full Professors:

Mauro Forti
Associate Professors:

Mauro Di Marco, Luca Pancioni