A 42pJ/decision 3.12TOPS/W robust in-memory machine learning classifier with on-chip training.
Sujan Kumar GonugondlaMingu KangNaresh R. ShanbhagPublished in: ISSCC (2018)
Keyphrases
- machine learning
- training set
- training process
- training examples
- training samples
- feature selection
- decision trees
- learning algorithm
- machine learning methods
- decision making
- supervised learning
- support vector machine
- training data
- test set
- machine learning algorithms
- decision makers
- pattern recognition
- natural language processing
- active learning
- random access memory
- supervised classification
- low cost
- text classifiers
- supervised training
- learning classifier systems
- training phase
- learning tasks
- data mining
- text mining
- level parallelism
- classification decisions
- high speed
- label noise
- discriminative classifiers
- labeled training data
- multi layer perceptron
- training dataset
- feature space
- classification algorithm
- decision rules