Hardware-aware in-situ Boltzmann machine learning using stochastic magnetic tunnel junctions.
Jan KaiserWilliam A. BordersKerem Yunus CamsariShunsuke FukamiHideo OhnoSupriyo DattaPublished in: CoRR (2021)
Keyphrases
- machine learning
- low cost
- real time
- machine learning algorithms
- hardware and software
- stochastic optimization
- learning algorithm
- natural language processing
- learning systems
- simulation model
- machine learning methods
- image processing
- decision trees
- reinforcement learning
- computer science
- magnetic field
- hardware implementation
- learning tasks
- neural network
- monte carlo
- vlsi implementation
- data acquisition
- machine learning approaches
- spherical harmonics
- knowledge acquisition
- artificial intelligence
- pattern recognition
- support vector machine
- data analysis
- knowledge representation
- active learning
- data mining
- read write
- computing power
- computer vision
- inductive learning
- information extraction
- statistical methods
- text mining
- computational intelligence
- high speed
- text classification