Search Results for author: Saavan Patel

Found 3 papers, 0 papers with code

Logically Synthesized, Hardware-Accelerated, Restricted Boltzmann Machines for Combinatorial Optimization and Integer Factorization

no code implementations16 Jun 2020 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 integer factorization.

Combinatorial Optimization

Combining Learned Representations for Combinatorial Optimization

no code implementations ICLR 2019 Saavan Patel, Sayeef Salahuddin

We propose a new approach to combine Restricted Boltzmann Machines (RBMs) that can be used to solve combinatorial optimization problems.

Combinatorial Optimization

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