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quant-ph2020
Generative and discriminative training of Boltzmann machine through Quantum annealing
Siddhartha Srivastava, Veera Sundararaghavan
A hybrid quantum-classical method for learning Boltzmann machines (BM) for a generative and discriminative task is presented. Boltzmann machines are undirected graphs with a networ…
quant-ph2018★ 33 cited
Box algorithm for the solution of differential equations on a quantum annealer
Siddhartha Srivastava, Veera Sundararaghavan
Differential equations are ubiquitous in models of physical phenomena. Applications like steady-state analysis of heat flow and deflection in elastic bars often admit to a second o…