20 citations · 32 across the 3 of their papers we have counts for
3 papers
Neural Network Architectures for Optical Channel Nonlinear Compensation in Digital Subcarrier Multiplexing Systems
Ali Bakhshali, Hossein Najafi, Behnam Behinaein Hamgini +1
In this work, we propose to use various artificial neural network (ANN) structures for modeling and compensation of intra- and inter-subcarrier fiber nonlinear interference in digi…
Application of Transformers for Nonlinear Channel Compensation in Optical Systems
Behnam Behinaein Hamgini, Hossein Najafi, Ali Bakhshali +1
In this paper, we introduce a new nonlinear optical channel equalizer based on Transformers. By leveraging parallel computation and attending directly to the memory across a sequen…
Using Subobservers to Synthesize Opacity-Enforcing Supervisors
Richard Hugh Moulton, Behnam Behinaein Hamgini, Zahra Abedi Khouzani +3
In discrete-event system control, the worst-case time complexity for computing a system's observer is exponential in the number of that system's states. This results in practical d…