2 papers
cs.NE2026
Dynamic Heuristic Neuromorphic Solver for the Edge User Allocation Problem with Bayesian Confidence Propagation Neural Network
Kecheng Zhang, Anders Lansner, Ahsan Javed Awan +2
We propose a neuromorphic solver for the NP-hard Edge User Allocation problem using an attractor network with Winner-Takes-All (WTA) mechanism implemented with the Bayesian Confide…
quant-ph2025
Quantum-Inspired Optimization through Qudit-Based Imaginary Time Evolution
Erik M. Ã sgrim, Ahsan Javed Awan
Imaginary-time evolution has been shown to be a promising framework for tackling combinatorial optimization problems on quantum hardware. In this work, we propose a classical quant…