Efficient FPGA Implementation of Multilayer Perceptron for Real-Time Human Activity Classification.
Nikhil B. GaikwadVarun TiwariAvinash G. KeskarN. C. ShivaprakashPublished in: IEEE Access (2019)
Keyphrases
- multilayer perceptron
- fpga implementation
- human activities
- real time
- neural network
- input vectors
- probabilistic neural networks
- back propagation
- artificial neural networks
- feature space
- human activity recognition
- hardware implementation
- pattern recognition
- low cost
- activity recognition
- radial basis function
- feature extraction
- hidden layer
- neural network model
- machine learning
- action recognition
- human actions
- training set
- input vector
- sensor data
- machine learning algorithms
- field programmable gate array
- support vector machine svm
- text categorization
- feature selection
- support vector machine