Adoption of the activation function fusion approach to identify human activity recognition in a semi-supervised neural network.
Netzahualcóyotl HernándezChris D. NugentIan R. McChesneyShuai ZhangJesús FavelaPublished in: EAI Endorsed Trans. Pervasive Health Technol. (2019)
Keyphrases
- activation function
- human activity recognition
- neural network
- semi supervised
- hidden layer
- activity recognition
- feed forward neural networks
- feed forward
- artificial neural networks
- human activities
- sigmoid function
- back propagation
- multilayer perceptron
- hidden neurons
- feedforward neural networks
- neural nets
- learning rate
- network architecture
- radial basis function
- semi supervised learning
- fuzzy neural network
- basis functions
- data fusion
- data sets
- recurrent neural networks
- fuzzy logic
- multi layer perceptron
- active learning
- supervised learning
- pairwise
- imprecise data
- neural network model
- labeled data
- extreme learning machine