no code implementations • 13 Jul 2023 • Lakshika Rathi, Stephen DiAdamo, Alireza Shabani
This work investigates the application of quantum machine learning techniques for classical and quantum communication across different qubit channel models.
no code implementations • 16 Jul 2019 • Anurag Mishra, Alireza Shabani
Using a linear depth ansatz with active-space reduction, we estimate a quantum circuit with a circuit depth of few thousands can be used to simulate these dipeptides.
Quantum Physics Chemical Physics
no code implementations • 16 Feb 2015 • Alireza Goudarzi, Alireza Shabani, Darko Stefanovic
ESN is a simple neural network architecture in which a fixed recurrent network is driven with an input signal, and the output is generated by a readout layer from the measurements of the network states.
no code implementations • 3 Feb 2015 • Alireza Goudarzi, Alireza Shabani, Darko Stefanovic
Echo state networks (ESN), a type of reservoir computing (RC) architecture, are efficient and accurate artificial neural systems for time series processing and learning.