Logically Synthesized, Hardware-Accelerated, Restricted Boltzmann Machines for Combinatorial Optimization and Integer Factorization.
Saavan PatelPhilip CanozaSayeef S. SalahuddinPublished in: CoRR (2020)
Keyphrases
- combinatorial optimization
- restricted boltzmann machine
- deep learning
- combinatorial optimization problems
- contrastive divergence
- simulated annealing
- metaheuristic
- learning algorithm
- traveling salesman problem
- probabilistic graphical models
- conditional random fields
- deep belief networks
- optimization problems
- semi supervised
- pairwise
- unsupervised learning
- hidden layer
- loopy belief propagation
- probabilistic model
- optical flow
- genetic algorithm