Memristive Boltzmann machine: A hardware accelerator for combinatorial optimization and deep learning.
Mahdi Nazm BojnordiEngin IpekPublished in: HPCA (2016)
Keyphrases
- combinatorial optimization
- deep learning
- boltzmann machine
- deep belief networks
- generative model
- unsupervised learning
- simulated annealing
- metaheuristic
- maximum likelihood estimation
- restricted boltzmann machine
- machine learning
- optimization problems
- learning rules
- mental models
- weakly supervised
- probabilistic model
- image processing
- conditional random fields
- objective function
- neural network
- expectation maximization
- dimensionality reduction
- feature selection
- supervised learning
- learning algorithm
- np hard