HCEC: An efficient geo-distributed deep learning training strategy based on wait-free back-propagation.
Yingjie SongYongbao AiXiong XiaoZhizhong LiuZhuo TangKenli LiPublished in: J. Syst. Archit. (2024)
Keyphrases
- back propagation
- deep learning
- training algorithm
- feed forward neural networks
- feedforward neural networks
- feed forward
- artificial neural networks
- neural network
- deep architectures
- multilayer perceptron neural network
- restricted boltzmann machine
- error back propagation
- multilayer neural network
- bp algorithm
- learning algorithm
- neural nets
- unsupervised learning
- hidden layer
- multilayer perceptron
- bp neural network
- machine learning
- fuzzy logic
- mental models
- weakly supervised
- training process
- multi layer perceptron
- multi layer
- activation function
- training examples
- bp network
- pattern recognition
- recurrent neural networks
- maximum likelihood
- high dimensional
- artificial intelligence