4 citations · 10 across the 11 of their papers we have counts for
12 papers
Designing a K-state P-bit Engine
Mohammad Khairul Bashar, Abir Hasan, Nikhil Shukla
Probabilistic bit (p-bit)-based compute engines utilize the unique capability of a p-bit to probabilistically switch between two states to solve computationally challenging problem…
A Note on Analyzing the Stability of Oscillator Ising Machines
Mohammad Khairul Bashar, Zongli Lin, Nikhil Shukla
The rich non-linear dynamics of the coupled oscillators (under second harmonic injection) can be leveraged to solve computationally hard problems in combinatorial optimization such…
Stability of Oscillator Ising Machines: Not All Solutions Are Created Equal
Mohammad Khairul Bashar, Zongli Lin, Nikhil Shukla
Nonlinear dynamical systems such as coupled oscillators are being actively investigated as Ising machines for solving computationally hard problems in combinatorial optimization. P…
Constructing Dynamical Systems to Model Higher Order Ising Spin Interactions and their Application in Solving Combinatorial Optimization Problems
Mohammad Khairul Bashar, Nikhil Shukla
The Ising model provides a natural mapping for many computationally hard combinatorial optimization problems (COPs). Consequently, dynamical system-inspired computing models and ha…
Formulating Oscillator-Inspired Dynamical Systems to Solve Boolean Satisfiability
Mohammad Khairul Bashar, Zongli Lin, Nikhil Shukla
Dynamical systems can offer a novel non-Boolean approach to computing. Specifically, the natural minimization of energy in the system is a valuable property for minimizing the obje…
Dynamical system-based computational models for solving combinatorial optimization on hypergraphs
Mohammad Khairul Bashar, Antik Mallick, Avik W. Ghosh +1
The intrinsic energy minimization in dynamical systems offers a valuable tool for minimizing the objective functions of computationally challenging problems in combinatorial optimi…