Lagrange Oscillatory Neural Networks for Constraint Satisfaction and OptimizationNeuromorphic Computing and Engineering (NCE), 2025 |
Self-Adaptive Ising Machines for Constrained OptimizationDesign, Automation and Test in Europe (DATE), 2025 |
Explosive neural networks via higher-order interactions in curved statistical manifoldsNature Communications (Nat. Commun.), 2024 |
Efficient Combinatorial Optimization via Heat DiffusionNeural Information Processing Systems (NeurIPS), 2024 |
All-to-all reconfigurability with sparse and higher-order Ising machinesNature Communications (Nat. Commun.), 2023 |
A general learning scheme for classical and quantum Ising machinesSciPost Physics Core (SPC), 2023 |
Training Deep Boltzmann Networks with Sparse Ising MachinesNature Electronics (Nat. Electron.), 2023 |
A full-stack view of probabilistic computing with p-bits: devices,
architectures and algorithmsIEEE Journal on Exploratory Solid-State Computational Devices and Circuits (JESCDC), 2023 |