Memristor-based perceptron classifier: Increasing complexity and coping with imperfect hardware.
Farnood Merrikh-BayatMirko PreziosoBhaswar ChakrabartiIrina KataevaDmitri B. StrukovPublished in: ICCAD (2017)
Keyphrases
- quantum mechanics
- learning algorithm
- support vector
- hardware and software
- low cost
- neural network
- real time
- support vector machine
- computational complexity
- feature selection
- training data
- feature space
- training set
- computer systems
- genetic algorithm
- worst case
- feature set
- decision trees
- cooperative
- probability distribution
- decision making
- search engine
- class labels
- hardware implementation