Efficient training algorithms for neural networks based on memristive crossbar circuits.
Irina KataevaFarnood Merrikh-BayatElham ZamanidoostDmitri B. StrukovPublished in: IJCNN (2015)
Keyphrases
- neural network
- highly efficient
- computationally complex
- training process
- computationally efficient
- computationally expensive
- learning algorithm
- computational cost
- orders of magnitude
- highly scalable
- computationally intensive
- optimization problems
- neural network training
- training examples
- machine learning
- significant improvement
- algorithmic solutions
- pruning strategy
- feedforward neural networks
- activation function
- multi layer perceptron
- genetic algorithm
- neural nets
- recurrent neural networks
- efficient implementation
- training set
- theoretical analysis
- artificial neural networks
- online learning