3 citations · 7 across the 7 of their papers we have counts for
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cs.LG2020★ 3 cited
Logically Synthesized, Hardware-Accelerated, Restricted Boltzmann Machines for Combinatorial Optimization and Integer Factorization
Saavan Patel, Philip Canoza, Sayeef Salahuddin
The Restricted Boltzmann Machine (RBM) is a stochastic neural network capable of solving a variety of difficult tasks such as NP-Hard combinatorial optimization problems and intege…
cs.LG2019
Combining Learned Representations for Combinatorial Optimization
Saavan Patel, Sayeef Salahuddin
We propose a new approach to combine Restricted Boltzmann Machines (RBMs) that can be used to solve combinatorial optimization problems. This allows synthesis of larger models from…